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 | answer.timestamp
stringdate 2025-03-24 21:16:32
2025-05-04 16:02:13
| 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"promotion_items\": [{\"title\": \"NY Threads\\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B0BCZ3P9JL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ\\nMen's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA\\nMens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nMens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish\\nMens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B07N2W7FFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"U2SKIIN\\nMens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe\", \"asin\": \"B07GSVDSF5\", \"price\": \"$26.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"DudeRobe Men's Hooded Robe | As Seen on Shark Tank! - L/XL, Navy Blue, Ultimate Comfort and Style for Men's Loungewear\", \"asin\": \"B07KWFWRTV\"}],\n\"search_results\": [{\"title\": \"Men's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"delivery\": \"FREE delivery Sun, Apr 20 for Prime members\"},\n{\"title\": \"Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SGYNLT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Lightweight Waffle Robe (Available in Big & Tall)\", \"asin\": \"B07HJG3NW8\", \"price\": \"$27.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SGYNLT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe\", \"asin\": \"B07GSVDSF5\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow 10\\u202fAM - 3\\u202fPM\"},\n{\"title\": \"Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Waffle Kimono Robe\", \"asin\": \"B09FNKB2PS\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe,Plush Robes for Men,Soft Warm Fleece Bathrobe Shower Spa Long Robe With Pockets\", \"asin\": \"B0D92RVF2B\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens' Plush Bathrobe- Soft Fleece Spa Bath Robe with 2 External Pockets and Belt for Men\", \"asin\": \"B08N5G4513\", \"price\": \"$71.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Long Sleeve Lightweight Cotton Woven Robe\", \"asin\": \"B00RFHLL0E\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Fleece Robe Plush Collar Shawl Bathrobe\", \"asin\": \"B075R6KXV5\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe with Hood, Plush Robe for Men Long Fleece Bathrobe Soft and Warm\", \"asin\": \"B0C7C7HZ1Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Ultra Soft Plush Bathrobe with Hood, Warm Fleece Robe with Pockets Spa Robes for Men Cozy Fluffy Fuzzy\", \"asin\": \"B0CYZPSH9D\", \"price\": \"$26.98\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe with Hood, Plush Fleece Hooded Mens Bathrobe, Big and Tall Bath Robe for Men\", \"asin\": \"B00CHQ5LCM\", \"price\": \"$46.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Waffle Knit Lightweight Kimono Spa & Bath Robes for Men - Quick Dry - Soft\", \"asin\": \"B07H2P2MC8\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens 100% Cotton Robe Lightweight Knit Bathrobe\", \"asin\": \"B07CQJ5YVQ\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Bathrobe Mens,Premium Thick Terry Cloth Bathrobe,Towel Bath robe Long\\u2013Staple Combed Men's Cotton Robe\", \"asin\": \"B0B8SH1HKL\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Waffle Knit Kimono Robe\", \"asin\": \"B09FFT4LJP\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Aiden Pure Cotton Mens Bathrobe Terry Cloth Long Bathrobe for Men Highly Absorbent Quick-Drying Luxury Spa Robe\", \"asin\": \"B078TGGR2S\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens 2-Pack Lightweight Sleep/Lounge Long Bath Robe -Premium Cotton Blend\", \"asin\": \"B085F43Y5B\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Large Hooded Long Bathrobe with Chest Button,Big Tall Fleece Housecoat Extra Lightweight and Warm\", \"asin\": \"B07VDRG7ZS\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Premium 100% Cotton Terry Shawl Bath Robe Collar with FREE Slippers - ONE Unisex Men & Women Spa Robe\", \"asin\": \"B07ZQJQZHB\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Fleece Robe, Warm Plush Bathrobe\", \"asin\": \"B09FYTRF84\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"All-Cotton Bathrobe Thick Plush Cloth Housecoat Terry Toweling, Sweat Steaming Clothes Comfortable & Warm\", \"asin\": \"B07J53JML1\", \"price\": \"$39.59\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe\", \"asin\": \"B0BFJZ7YVV\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men\\u2019s Bathrobe \\u2013 Plush Fleece Robe with Shawl Collar\", \"asin\": \"B09FFS41B2\", \"price\": \"$36.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robes Lightweight Knit Bathrobe Long Sleeve Kimono Robe V Neck Spa Knee Length Sleepwear with Pockets S-XXL\", \"asin\": \"B0DFW32TT3\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Long Sleeve Cozy Soft Plush Shawl Collar Robe\", \"asin\": \"B072HMWKFC\", \"price\": \"$35.40\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe - Mens Luxury Robe with Hood and Pockets | Bathrobe for Men | Fleece Men's Robe | Mens Bath Robe\", \"asin\": \"B0B452WWDB\", \"price\": \"$68.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Robe, Cotton Terry Cloth Bathrobe, Soft Bath Robe for Men\", \"asin\": \"B00JIWO9UI\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Big and Tall with Hood, Full Length Plush Robe for Men Long Fleece Bathrobe\", \"asin\": \"B0B6HF15CQ\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)\", \"asin\": \"B0CBS6WWV9\", \"price\": \"$18.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Solid Plush Fleece Robe\", \"asin\": \"B0DD1JTD5V\", \"price\": \"$15.17\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe, Turkish Terry Bathrobe, 100% Cotton Kimono Spa Bathrobe\", \"asin\": \"B078RVNS3F\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Waffle Robe by BOCA TERRY, Waffle Knit Spa Robe, Long Lightweight Cotton Kimono Hotel Bathrobe\", \"asin\": \"B07FN4ZTZM\", \"price\": \"$48.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Pure Cotton Bathrobe Lightweight Kimono and Hooded Spa Robes Soft Sleepwear\", \"asin\": \"B0CG1D1SLK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Summer Knee-Length Breathable Absorbent Sleepwear Bathrobe, Short Sleeve, Grey with Black Trim, Soft and Comfy\", \"asin\": \"B0DCH8FK14\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Jersey Knit Kimono Robe\", \"asin\": \"B0D951DRRH\", \"price\": \"$20.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Hooded Herringbone Men's Soft Spa Full Lenght Bathrobe,Comfy Full Length Warm Nightdress\", \"asin\": \"B01JVO1WYI\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"Men's Soft Fleece Plush Robe Full Length Long Bathrobe\", \"asin\": \"B0D543S4MP\", \"price\": \"$48.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Comfort-Soft Fleece Robe\", \"asin\": \"B0BB3HZZNY\", \"price\": \"$29.94\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Hooded Classic Bathrobe Turkish Cotton Robe with Full Length Options\", \"asin\": \"B00KYUFCV8\", \"price\": \"$51.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe - Sherpa Bathrobe for Men - Men's Robes\", \"asin\": \"B0DB4SLJP8\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm\", \"asin\": \"B0DD39SLHJ\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Shawl Collar Wrap Style - Mid Length Plush Fleece Bathrobe\", \"asin\": \"B0BFSRVH12\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robinson Robe\", \"asin\": \"B07997QDGP\", \"price\": \"$148.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe,Pure Cotton Robe for Men,Absorbent Bathrobe,Luxurious Terry Cloth Bathrobe with Shawl Collar\", \"asin\": \"B0D1482WTQ\", \"price\": \"$37.85\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men Lightweight Fleece Robe, Soft Long Shawl Collar Bathrobe for Men\", \"asin\": \"B0CYZSYK15\", \"price\": \"$11.89\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"Men's Lightweight Kimono Robe Japanese Bathrobes Open Front Long Cardigan Cloak with Belt\", \"asin\": \"B0BN5MNT9S\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"}]\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\": \"2025-04-16T05:49:32.178Z\", // 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
|
2025-04-16T05:49:32.178Z
|
click_product
|
B075SGYNLT
|
rule
|
2025-04-16T05:49:32.178Z
|
train
| 2,900 |
2025-04-16T05:49:32.178Z
|
click_product
|
B075SGYNLT
|
<|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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"promotion_items": [{"title": "NY Threads\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe", "asin": "B07N2VPGPZ", "price": "$38.99", "quantity": ""},
{"title": "NY Threads\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe", "asin": "B0BCZ3P9JL", "price": "$19.99", "quantity": ""},
{"title": "PJGGZ\nMen's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm", "asin": "B0DD3K8HYQ", "price": "$24.98", "quantity": ""},
{"title": "NY Threads\nMen's Robe Cotton Blend Knit Bathrobe", "asin": "B08X711QVB", "price": "$14.99", "quantity": ""},
{"title": "Yurhap\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "PAVILIA\nMens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe", "asin": "B08TZTSDQ5", "price": "$29.99", "quantity": ""},
{"title": "NY Threads\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe", "asin": "B07N2VPGPZ", "price": "$38.99", "quantity": ""},
{"title": "Yurhap\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Yurhap\nMens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets", "asin": "B0D1NRK3FJ", "price": "$18.49", "quantity": ""},
{"title": "Inner Wish\nMens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets", "asin": "B0CBZGZ1PT", "price": "$19.99", "quantity": ""},
{"title": "NY Threads\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe", "asin": "B07N2W7FFY", "price": "$18.99", "quantity": ""},
{"title": "U2SKIIN\nMens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe", "asin": "B07GSVDSF5", "price": "$26.99", "quantity": ""}],
"ads": [{"title": "DudeRobe Men's Hooded Robe | As Seen on Shark Tank! - L/XL, Navy Blue, Ultimate Comfort and Style for Men's Loungewear", "asin": "B07KWFWRTV"}],
"search_results": [{"title": "Men's Robe Cotton Blend Knit Bathrobe", "asin": "B08X711QVB", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe", "asin": "B07N2VPGPZ", "price": "$38.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "Men's Hooded Fleece Bathrobe Plush Long Spa Robe", "asin": "B075SGYNLT", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)", "asin": "B0CBS57HFY", "price": "$18.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets", "asin": "B0CBZGZ1PT", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Lightweight Waffle Robe (Available in Big & Tall)", "asin": "B07HJG3NW8", "price": "$27.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Men's Hooded Fleece Bathrobe Plush Long Spa Robe", "asin": "B075SGYNLT", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe", "asin": "B07GSVDSF5", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM"},
{"title": "Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe", "asin": "B08YCRZZ7F", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Men's Waffle Kimono Robe", "asin": "B09FNKB2PS", "price": "$14.98", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Robe Cotton Blend Knit Bathrobe", "asin": "B08X711QVB", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe", "asin": "B08TZTSDQ5", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets", "asin": "B0D1NRK3FJ", "price": "$18.49", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Hooded Robe,Plush Robes for Men,Soft Warm Fleece Bathrobe Shower Spa Long Robe With Pockets", "asin": "B0D92RVF2B", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens' Plush Bathrobe- Soft Fleece Spa Bath Robe with 2 External Pockets and Belt for Men", "asin": "B08N5G4513", "price": "$71.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Men's Long Sleeve Lightweight Cotton Woven Robe", "asin": "B00RFHLL0E", "price": "$47.82", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Fleece Robe Plush Collar Shawl Bathrobe", "asin": "B075R6KXV5", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe with Hood, Plush Robe for Men Long Fleece Bathrobe Soft and Warm", "asin": "B0C7C7HZ1Q", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Ultra Soft Plush Bathrobe with Hood, Warm Fleece Robe with Pockets Spa Robes for Men Cozy Fluffy Fuzzy", "asin": "B0CYZPSH9D", "price": "$26.98", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe with Hood, Plush Fleece Hooded Mens Bathrobe, Big and Tall Bath Robe for Men", "asin": "B00CHQ5LCM", "price": "$46.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Waffle Knit Lightweight Kimono Spa & Bath Robes for Men - Quick Dry - Soft", "asin": "B07H2P2MC8", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens 100% Cotton Robe Lightweight Knit Bathrobe", "asin": "B07CQJ5YVQ", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets", "asin": "B0D1NRK3FJ", "price": "$18.49", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets", "asin": "B0CBZGZ1PT", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Bathrobe Mens,Premium Thick Terry Cloth Bathrobe,Towel Bath robe Long\u2013Staple Combed Men's Cotton Robe", "asin": "B0B8SH1HKL", "price": "$42.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Waffle Knit Kimono Robe", "asin": "B09FFT4LJP", "price": "$39.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Aiden Pure Cotton Mens Bathrobe Terry Cloth Long Bathrobe for Men Highly Absorbent Quick-Drying Luxury Spa Robe", "asin": "B078TGGR2S", "price": "$59.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens 2-Pack Lightweight Sleep/Lounge Long Bath Robe -Premium Cotton Blend", "asin": "B085F43Y5B", "price": "$42.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Large Hooded Long Bathrobe with Chest Button,Big Tall Fleece Housecoat Extra Lightweight and Warm", "asin": "B07VDRG7ZS", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Premium 100% Cotton Terry Shawl Bath Robe Collar with FREE Slippers - ONE Unisex Men & Women Spa Robe", "asin": "B07ZQJQZHB", "price": "$32.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Fleece Robe, Warm Plush Bathrobe", "asin": "B09FYTRF84", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "All-Cotton Bathrobe Thick Plush Cloth Housecoat Terry Toweling, Sweat Steaming Clothes Comfortable & Warm", "asin": "B07J53JML1", "price": "$39.59", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe", "asin": "B0BFJZ7YVV", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men\u2019s Bathrobe \u2013 Plush Fleece Robe with Shawl Collar", "asin": "B09FFS41B2", "price": "$36.95", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robes Lightweight Knit Bathrobe Long Sleeve Kimono Robe V Neck Spa Knee Length Sleepwear with Pockets S-XXL", "asin": "B0DFW32TT3", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Men's Long Sleeve Cozy Soft Plush Shawl Collar Robe", "asin": "B072HMWKFC", "price": "$35.40", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Hooded Robe - Mens Luxury Robe with Hood and Pockets | Bathrobe for Men | Fleece Men's Robe | Mens Bath Robe", "asin": "B0B452WWDB", "price": "$68.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Robe, Cotton Terry Cloth Bathrobe, Soft Bath Robe for Men", "asin": "B00JIWO9UI", "price": "$36.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe Big and Tall with Hood, Full Length Plush Robe for Men Long Fleece Bathrobe", "asin": "B0B6HF15CQ", "price": "$26.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)", "asin": "B0CBS6WWV9", "price": "$18.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Solid Plush Fleece Robe", "asin": "B0DD1JTD5V", "price": "$15.17", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Robe, Turkish Terry Bathrobe, 100% Cotton Kimono Spa Bathrobe", "asin": "B078RVNS3F", "price": "$39.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Waffle Robe by BOCA TERRY, Waffle Knit Spa Robe, Long Lightweight Cotton Kimono Hotel Bathrobe", "asin": "B07FN4ZTZM", "price": "$48.95", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Pure Cotton Bathrobe Lightweight Kimono and Hooded Spa Robes Soft Sleepwear", "asin": "B0CG1D1SLK", "price": "$28.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Summer Knee-Length Breathable Absorbent Sleepwear Bathrobe, Short Sleeve, Grey with Black Trim, Soft and Comfy", "asin": "B0DCH8FK14", "price": "$15.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Jersey Knit Kimono Robe", "asin": "B0D951DRRH", "price": "$20.49", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Hooded Herringbone Men's Soft Spa Full Lenght Bathrobe,Comfy Full Length Warm Nightdress", "asin": "B01JVO1WYI", "price": "$18.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"},
{"title": "Men's Soft Fleece Plush Robe Full Length Long Bathrobe", "asin": "B0D543S4MP", "price": "$48.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe", "asin": "B08TZTSDQ5", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Men's Comfort-Soft Fleece Robe", "asin": "B0BB3HZZNY", "price": "$29.94", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Hooded Classic Bathrobe Turkish Cotton Robe with Full Length Options", "asin": "B00KYUFCV8", "price": "$51.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe - Sherpa Bathrobe for Men - Men's Robes", "asin": "B0DB4SLJP8", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm", "asin": "B0DD39SLHJ", "price": "$29.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Mens Robe Shawl Collar Wrap Style - Mid Length Plush Fleece Bathrobe", "asin": "B0BFSRVH12", "price": "$25.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Robinson Robe", "asin": "B07997QDGP", "price": "$148.00", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men's Robe,Pure Cotton Robe for Men,Absorbent Bathrobe,Luxurious Terry Cloth Bathrobe with Shawl Collar", "asin": "B0D1482WTQ", "price": "$37.85", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Men Lightweight Fleece Robe, Soft Long Shawl Collar Bathrobe for Men", "asin": "B0CYZSYK15", "price": "$11.89", "delivery": "FREE delivery Mon, Apr 21 for Prime members"},
{"title": "Men's Lightweight Kimono Robe Japanese Bathrobes Open Front Long Cardigan Cloak with Belt", "asin": "B0BN5MNT9S", "price": "$33.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"}]
<|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": "2025-04-16T05:49:32.178Z", // 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_action>click_product</answer_action><answer_argument>B075SGYNLT</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B075SGYNLT</answer_argument>",
"index": 2900,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"promotion_items\": [{\"title\": \"NY Threads\\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B0BCZ3P9JL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ\\nMen's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA\\nMens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nLuxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nLuxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap\\nMens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish\\nMens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads\\nMen's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B07N2W7FFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"U2SKIIN\\nMens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe\", \"asin\": \"B07GSVDSF5\", \"price\": \"$26.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"DudeRobe Men's Hooded Robe | As Seen on Shark Tank! - L/XL, Navy Blue, Ultimate Comfort and Style for Men's Loungewear\", \"asin\": \"B07KWFWRTV\"}],\n\"search_results\": [{\"title\": \"Men's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B07N2VPGPZ\", \"price\": \"$38.99\", \"delivery\": \"FREE delivery Sun, Apr 20 for Prime members\"},\n{\"title\": \"Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SGYNLT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Lightweight Waffle Robe (Available in Big & Tall)\", \"asin\": \"B07HJG3NW8\", \"price\": \"$27.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SGYNLT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Hooded Robe, Plush Robes for Men Long Fleece Bathrobe\", \"asin\": \"B07GSVDSF5\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow 10\\u202fAM - 3\\u202fPM\"},\n{\"title\": \"Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Waffle Kimono Robe\", \"asin\": \"B09FNKB2PS\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe Cotton Blend Knit Bathrobe\", \"asin\": \"B08X711QVB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe,Plush Robes for Men,Soft Warm Fleece Bathrobe Shower Spa Long Robe With Pockets\", \"asin\": \"B0D92RVF2B\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens' Plush Bathrobe- Soft Fleece Spa Bath Robe with 2 External Pockets and Belt for Men\", \"asin\": \"B08N5G4513\", \"price\": \"$71.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Long Sleeve Lightweight Cotton Woven Robe\", \"asin\": \"B00RFHLL0E\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Fleece Robe Plush Collar Shawl Bathrobe\", \"asin\": \"B075R6KXV5\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe with Hood, Plush Robe for Men Long Fleece Bathrobe Soft and Warm\", \"asin\": \"B0C7C7HZ1Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Ultra Soft Plush Bathrobe with Hood, Warm Fleece Robe with Pockets Spa Robes for Men Cozy Fluffy Fuzzy\", \"asin\": \"B0CYZPSH9D\", \"price\": \"$26.98\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe with Hood, Plush Fleece Hooded Mens Bathrobe, Big and Tall Bath Robe for Men\", \"asin\": \"B00CHQ5LCM\", \"price\": \"$46.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Waffle Knit Lightweight Kimono Spa & Bath Robes for Men - Quick Dry - Soft\", \"asin\": \"B07H2P2MC8\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens 100% Cotton Robe Lightweight Knit Bathrobe\", \"asin\": \"B07CQJ5YVQ\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Fleece Robe, Soft Plush Robe for Men, Fluffy Bathrobe with Belt & 2 Pockets\", \"asin\": \"B0D1NRK3FJ\", \"price\": \"$18.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Bathrobe Mens,Premium Thick Terry Cloth Bathrobe,Towel Bath robe Long\\u2013Staple Combed Men's Cotton Robe\", \"asin\": \"B0B8SH1HKL\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Waffle Knit Kimono Robe\", \"asin\": \"B09FFT4LJP\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Aiden Pure Cotton Mens Bathrobe Terry Cloth Long Bathrobe for Men Highly Absorbent Quick-Drying Luxury Spa Robe\", \"asin\": \"B078TGGR2S\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens 2-Pack Lightweight Sleep/Lounge Long Bath Robe -Premium Cotton Blend\", \"asin\": \"B085F43Y5B\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Large Hooded Long Bathrobe with Chest Button,Big Tall Fleece Housecoat Extra Lightweight and Warm\", \"asin\": \"B07VDRG7ZS\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Premium 100% Cotton Terry Shawl Bath Robe Collar with FREE Slippers - ONE Unisex Men & Women Spa Robe\", \"asin\": \"B07ZQJQZHB\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Fleece Robe, Warm Plush Bathrobe\", \"asin\": \"B09FYTRF84\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"All-Cotton Bathrobe Thick Plush Cloth Housecoat Terry Toweling, Sweat Steaming Clothes Comfortable & Warm\", \"asin\": \"B07J53JML1\", \"price\": \"$39.59\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe\", \"asin\": \"B0BFJZ7YVV\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men\\u2019s Bathrobe \\u2013 Plush Fleece Robe with Shawl Collar\", \"asin\": \"B09FFS41B2\", \"price\": \"$36.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robes Lightweight Knit Bathrobe Long Sleeve Kimono Robe V Neck Spa Knee Length Sleepwear with Pockets S-XXL\", \"asin\": \"B0DFW32TT3\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Long Sleeve Cozy Soft Plush Shawl Collar Robe\", \"asin\": \"B072HMWKFC\", \"price\": \"$35.40\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Hooded Robe - Mens Luxury Robe with Hood and Pockets | Bathrobe for Men | Fleece Men's Robe | Mens Bath Robe\", \"asin\": \"B0B452WWDB\", \"price\": \"$68.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Robe, Cotton Terry Cloth Bathrobe, Soft Bath Robe for Men\", \"asin\": \"B00JIWO9UI\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Big and Tall with Hood, Full Length Plush Robe for Men Long Fleece Bathrobe\", \"asin\": \"B0B6HF15CQ\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets (DARK GREY)\", \"asin\": \"B0CBS6WWV9\", \"price\": \"$18.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Solid Plush Fleece Robe\", \"asin\": \"B0DD1JTD5V\", \"price\": \"$15.17\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe, Turkish Terry Bathrobe, 100% Cotton Kimono Spa Bathrobe\", \"asin\": \"B078RVNS3F\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Waffle Robe by BOCA TERRY, Waffle Knit Spa Robe, Long Lightweight Cotton Kimono Hotel Bathrobe\", \"asin\": \"B07FN4ZTZM\", \"price\": \"$48.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Pure Cotton Bathrobe Lightweight Kimono and Hooded Spa Robes Soft Sleepwear\", \"asin\": \"B0CG1D1SLK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Summer Knee-Length Breathable Absorbent Sleepwear Bathrobe, Short Sleeve, Grey with Black Trim, Soft and Comfy\", \"asin\": \"B0DCH8FK14\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Jersey Knit Kimono Robe\", \"asin\": \"B0D951DRRH\", \"price\": \"$20.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Hooded Herringbone Men's Soft Spa Full Lenght Bathrobe,Comfy Full Length Warm Nightdress\", \"asin\": \"B01JVO1WYI\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"Men's Soft Fleece Plush Robe Full Length Long Bathrobe\", \"asin\": \"B0D543S4MP\", \"price\": \"$48.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Mens Soft Robe, Plush Fluffy Fleece Bathrobe Men, Long Sherpa Shaggy Spa Robe\", \"asin\": \"B08TZTSDQ5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 16\"},\n{\"title\": \"Men's Comfort-Soft Fleece Robe\", \"asin\": \"B0BB3HZZNY\", \"price\": \"$29.94\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Hooded Classic Bathrobe Turkish Cotton Robe with Full Length Options\", \"asin\": \"B00KYUFCV8\", \"price\": \"$51.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe - Sherpa Bathrobe for Men - Men's Robes\", \"asin\": \"B0DB4SLJP8\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm\", \"asin\": \"B0DD39SLHJ\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Mens Robe Shawl Collar Wrap Style - Mid Length Plush Fleece Bathrobe\", \"asin\": \"B0BFSRVH12\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robinson Robe\", \"asin\": \"B07997QDGP\", \"price\": \"$148.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men's Robe,Pure Cotton Robe for Men,Absorbent Bathrobe,Luxurious Terry Cloth Bathrobe with Shawl Collar\", \"asin\": \"B0D1482WTQ\", \"price\": \"$37.85\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"},\n{\"title\": \"Men Lightweight Fleece Robe, Soft Long Shawl Collar Bathrobe for Men\", \"asin\": \"B0CYZSYK15\", \"price\": \"$11.89\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"Men's Lightweight Kimono Robe Japanese Bathrobes Open Front Long Cardigan Cloak with Belt\", \"asin\": \"B0BN5MNT9S\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 17\"}]\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\": \"2025-04-16T05:49:32.178Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:49:47.675Z\", // 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
|
2025-04-16T05:49:47.675Z
|
click
|
product_option
|
rule
|
2025-04-16T05:49:47.675Z
|
train
| 2,901 |
2025-04-16T05:49:47.675Z
|
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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
<|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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"product_details": [{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe"},
{"price": "$18.99"},
{"bullet_list": "Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources."},
{"asin": "B075SGYNLT"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "Large-X-Large (Pack of 1)"},
{"Color": "Grey"}],
"promotion_items": [{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey", "asin": "B08YCRZZ7F", "price": "$17.99", "quantity": ""},
{"title": "PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)", "asin": "B0DD3K8HYQ", "price": "$24.98", "quantity": ""},
{"title": "DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)", "asin": "B07F8HXKHC", "price": "$48.99", "quantity": ""},
{"title": "Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL", "asin": "B0CBS57HFY", "price": "$18.99", "quantity": ""},
{"title": "FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)", "asin": "B0DD73T94S", "price": "$36.99", "quantity": ""},
{"title": "Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\uff0cBLACK+DARK GREY\uff0cL/XL", "asin": "B0CBZGZ1PT", "price": "$19.99", "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": "2025-04-16T05:49:47.675Z", // 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_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 2901,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:49:47.675Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:49:52.153Z\", // 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
|
2025-04-16T05:49:52.153Z
|
purchase
|
B075SGYNLT
|
rule
|
2025-04-16T05:49:52.153Z
|
train
| 2,902 |
2025-04-16T05:49:52.153Z
|
purchase
|
B075SGYNLT
|
<|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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:47.675Z", "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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"product_details": [{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe"},
{"price": "$18.99"},
{"bullet_list": "Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources."},
{"asin": "B075SGYNLT"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "Large-X-Large (Pack of 1)"},
{"Color": "Grey"}],
"promotion_items": [{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey", "asin": "B08YCRZZ7F", "price": "$17.99", "quantity": ""},
{"title": "PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)", "asin": "B0DD3K8HYQ", "price": "$24.98", "quantity": ""},
{"title": "DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)", "asin": "B07F8HXKHC", "price": "$48.99", "quantity": ""},
{"title": "Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL", "asin": "B0CBS57HFY", "price": "$18.99", "quantity": ""},
{"title": "FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)", "asin": "B0DD73T94S", "price": "$36.99", "quantity": ""},
{"title": "Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\uff0cBLACK+DARK GREY\uff0cL/XL", "asin": "B0CBZGZ1PT", "price": "$19.99", "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": "2025-04-16T05:49:52.153Z", // 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_action>purchase</answer_action><answer_argument>B075SGYNLT</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B075SGYNLT</answer_argument>",
"index": 2902,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:49:52.153Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:11.893Z\", // 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
|
2025-04-16T05:51:11.893Z
|
click
|
review
|
rule
|
2025-04-16T05:51:11.893Z
|
train
| 2,903 |
2025-04-16T05:51:11.893Z
|
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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:47.675Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:49:52.153Z", "action": "purchase", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:56.151Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:49:58.009Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:01.279Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:04.596Z", "action": "purchase", "action_argument": "B075SGYNLT, B0DM98VFF8"}
<|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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"product_details": [{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe"},
{"price": "$18.99"},
{"bullet_list": "Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources."},
{"asin": "B075SGYNLT"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "Large-X-Large (Pack of 1)"},
{"Color": "Grey"}],
"promotion_items": [{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey", "asin": "B08YCRZZ7F", "price": "$17.99", "quantity": ""},
{"title": "PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)", "asin": "B0DD3K8HYQ", "price": "$24.98", "quantity": ""},
{"title": "DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)", "asin": "B07F8HXKHC", "price": "$48.99", "quantity": ""},
{"title": "Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL", "asin": "B0CBS57HFY", "price": "$18.99", "quantity": ""},
{"title": "FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)", "asin": "B0DD73T94S", "price": "$36.99", "quantity": ""},
{"title": "Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\uff0cBLACK+DARK GREY\uff0cL/XL", "asin": "B0CBZGZ1PT", "price": "$19.99", "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": "2025-04-16T05:51:11.893Z", // 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_action>click</answer_action><answer_argument>review</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>",
"index": 2903,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:11.893Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"XX-Large-3X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:13.210Z\", // 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
|
2025-04-16T05:51:13.210Z
|
click
|
product_option
|
rule
|
2025-04-16T05:51:13.210Z
|
train
| 2,904 |
2025-04-16T05:51:13.210Z
|
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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:47.675Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:49:52.153Z", "action": "purchase", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:56.151Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:49:58.009Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:01.279Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:04.596Z", "action": "purchase", "action_argument": "B075SGYNLT, B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:51:11.893Z", "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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"product_details": [{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe"},
{"price": "$18.99"},
{"bullet_list": "Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources."},
{"asin": "B075SGYNLT"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "XX-Large-3X-Large (Pack of 1)"},
{"Color": "Grey"}],
"promotion_items": [{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey", "asin": "B08YCRZZ7F", "price": "$17.99", "quantity": ""},
{"title": "PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)", "asin": "B0DD3K8HYQ", "price": "$24.98", "quantity": ""},
{"title": "DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)", "asin": "B07F8HXKHC", "price": "$48.99", "quantity": ""},
{"title": "Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL", "asin": "B0CBS57HFY", "price": "$18.99", "quantity": ""},
{"title": "FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)", "asin": "B0DD73T94S", "price": "$36.99", "quantity": ""},
{"title": "Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\uff0cBLACK+DARK GREY\uff0cL/XL", "asin": "B0CBZGZ1PT", "price": "$19.99", "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": "2025-04-16T05:51:13.210Z", // 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_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 2904,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$18.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the 'Large/X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B075SGYNLT\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"XX-Large-3X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, XX-Large-3X-Large, Grey\", \"asin\": \"B08YCRZZ7F\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Haze Blue, L/XL)\", \"asin\": \"B0DD3K8HYQ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"DAVID ARCHY Men's Soft Plush Fleece Robe Full Length Hooded Long Bathrobe for Men with Hood (L, Dark Gray- Shu Velveteen)\", \"asin\": \"B07F8HXKHC\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Plush Fleece Robe, Cozy Warm Bathrobe Fuzzy Male Spa Long Robe With Pockets, Dark Grey, L/XL\", \"asin\": \"B0CBS57HFY\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"FG FEAYIGUDIM Mens Plush Plaid Hooded Robe, Full Length Fleece Big and Tall Bathrobe with Hood(Black&Grey, XXL)\", \"asin\": \"B0DD73T94S\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:13.210Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:51:13.210Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$19.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the '2X-Large/3X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B08YDTBN6N\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"XX-Large-3X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, Large-X-Large, Grey\", \"asin\": \"B072L78FT4\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"MONARCH Plush Lined Microfiber Bath Robe for Women or Men - Super Soft, Durable Luxury Spa, Resort & Hotel Bathrobe, Generously Sized (Unisex) Cypress\", \"asin\": \"B01I3PYH2U\", \"price\": \"$97.95\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Grey, S/M)\", \"asin\": \"B0DD3J47Z7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Artfasion Mens Robes Plush Bathrobe: Ultra Soft Flannel Spa Bathrobe, Long Plush V-Neck Robe House Coat with Belt & 2 Pockets (Navy Blue,M)\", \"asin\": \"B0D96957NL\", \"price\": \"$23.37\", \"quantity\": \"\"},\n{\"title\": \"Ross Michaels Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe (Pewter Gray, 2X-Large/3X-Large)\", \"asin\": \"B0BFJZ7YVV\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:40.474Z\", // 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
|
2025-04-16T05:51:40.474Z
|
click
|
nav_bar
|
rule
|
2025-04-16T05:51:40.474Z
|
train
| 2,905 |
2025-04-16T05:51:40.474Z
|
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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:47.675Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:49:52.153Z", "action": "purchase", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:56.151Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:49:58.009Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:01.279Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:04.596Z", "action": "purchase", "action_argument": "B075SGYNLT, B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:51:11.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:51:13.210Z", "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": "robe for men"}],
"cart_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "price": "$17.99", "quantity": "1"},
{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"product_details": [{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe"},
{"price": "$19.99"},
{"bullet_list": "Size & Packs - You have chosen the '2X-Large/3X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources."},
{"asin": "B08YDTBN6N"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "XX-Large-3X-Large (Pack of 1)"},
{"Color": "Grey"}],
"promotion_items": [{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, Large-X-Large, Grey", "asin": "B072L78FT4", "price": "$17.99", "quantity": ""},
{"title": "MONARCH Plush Lined Microfiber Bath Robe for Women or Men - Super Soft, Durable Luxury Spa, Resort & Hotel Bathrobe, Generously Sized (Unisex) Cypress", "asin": "B01I3PYH2U", "price": "$97.95", "quantity": ""},
{"title": "Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\uff0cBLACK+DARK GREY\uff0cL/XL", "asin": "B0CBZGZ1PT", "price": "$19.99", "quantity": ""},
{"title": "PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Grey, S/M)", "asin": "B0DD3J47Z7", "price": "$29.99", "quantity": ""},
{"title": "Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets", "asin": "B0C4SLYSY5", "price": "$17.99", "quantity": ""},
{"title": "Artfasion Mens Robes Plush Bathrobe: Ultra Soft Flannel Spa Bathrobe, Long Plush V-Neck Robe House Coat with Belt & 2 Pockets (Navy Blue,M)", "asin": "B0D96957NL", "price": "$23.37", "quantity": ""},
{"title": "Ross Michaels Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe (Pewter Gray, 2X-Large/3X-Large)", "asin": "B0BFJZ7YVV", "price": "$19.99", "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": "2025-04-16T05:51:40.474Z", // 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_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 2905,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:51:13.210Z\", \"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\": \"robe for men\"}],\n\"cart_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"Dragon Fruit, 1 Each\", \"asin\": \"B07FZCT282\", \"price\": \"$5.99/lb\"},\n{\"title\": \"Organic Strawberries, 1 Lb\", \"asin\": \"B002B8Z98W\", \"price\": \"$3.99\"},\n{\"title\": \"siggi's\\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \\u2013 Single Serving, Only 5 Ingredients\", \"asin\": \"B06XRR9DZT\", \"price\": \"$2.49\"},\n{\"title\": \"WATER DISTILLED\", \"asin\": \"B0BFK2P2PT\", \"price\": \"$5.49\"},\n{\"title\": \"MILK REDUCE FAT 2PRCT ORG\", \"asin\": \"B08KZ7QXLD\", \"price\": \"$8.39\"}],\n\"product_details\": [{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\"},\n{\"price\": \"$19.99\"},\n{\"bullet_list\": \"Size & Packs - You have chosen the '2X-Large/3X-Large (Pack of 1)', Please refer to the 'Size Chart' for detailed measurements. Soft Hooded Fleece Bathrobe - Enjoy unrivaled comfort with our Hooded Fleece Bathrobe. Made from coral fleece, it's super soft and plush, ideal for lounging and relaxation after a long day. Its soft, fluffy texture and classic design with a hood offer both comfort and a stylish look. Adjustable Waist Belt - Each bathrobe features an adjustable waist belt that assists in securely closing the robe from the front so that you can wear it with confidence. Front Pockets - The two front pockets give you the option of keeping frequently used items in it when it\\u2019s worn for a good part of the day. Pile and Nap Effect - This product might show a Pile and Nap effect on the shade of the robe under different light sources.\"},\n{\"asin\": \"B08YDTBN6N\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"XX-Large-3X-Large (Pack of 1)\"},\n{\"Color\": \"Grey\"}],\n\"promotion_items\": [{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe, Large-X-Large, Grey\", \"asin\": \"B072L78FT4\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"MONARCH Plush Lined Microfiber Bath Robe for Women or Men - Super Soft, Durable Luxury Spa, Resort & Hotel Bathrobe, Generously Sized (Unisex) Cypress\", \"asin\": \"B01I3PYH2U\", \"price\": \"$97.95\", \"quantity\": \"\"},\n{\"title\": \"Inner Wish Mens Hooded Robe, Plush Long Bath robes Cozy Warm Bathrobe Fuzzy male Spa Robe With Pockets\\uff0cBLACK+DARK GREY\\uff0cL/XL\", \"asin\": \"B0CBZGZ1PT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PJGGZ Men's Bathrobes with Hood, Soft Long Towel Robe for Men - Super Absorbent Quick Dry yet Warm (Grey, S/M)\", \"asin\": \"B0DD3J47Z7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Yurhap Luxury Mens Robe with Hood, Ultra Cozy Fleece Bathrobe for Men, Plush Hooded Robe with Belt & 2 Pockets\", \"asin\": \"B0C4SLYSY5\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Artfasion Mens Robes Plush Bathrobe: Ultra Soft Flannel Spa Bathrobe, Long Plush V-Neck Robe House Coat with Belt & 2 Pockets (Navy Blue,M)\", \"asin\": \"B0D96957NL\", \"price\": \"$23.37\", \"quantity\": \"\"},\n{\"title\": \"Ross Michaels Mens Robe Hooded Wrap Style - Mid Length Plush Fleece Bathrobe (Pewter Gray, 2X-Large/3X-Large)\", \"asin\": \"B0BFJZ7YVV\", \"price\": \"$19.99\", \"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\": \"2025-04-16T05:51:40.474Z\", // 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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:51:13.210Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:51:40.474Z\", \"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\"promotion_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe\", \"asin\": \"B07YDL169Y\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SDZ1WQ\", \"price\": \"$26.99\", \"quantity\": \"\"},\n{\"title\": \"Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe\", \"asin\": \"B089VKP25W\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"RockDove Men's Original Two-Tone Memory Foam Slipper\", \"asin\": \"B01MR34D28\", \"price\": \"$23.98\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B072L78FT4\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe\", \"asin\": \"B084P26Q3R\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe\", \"asin\": \"B089VN8N3R\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Premium Women's Robe Plush Soft Long Bathrobe Warm Fleece Shawl Collar Spa Robe\", \"asin\": \"B07N2XSKDT\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe\", \"asin\": \"B084PBWBJR\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top\", \"asin\": \"B0BF7LMXNK\", \"price\": \"$17.45\", \"quantity\": \"\"},\n{\"title\": \"LAPG Men's Terrain Flex Straight Fit Pant, Tactical Stretch Pants for Men, Durable 9 Pocket Covert Casual EDC Pant\", \"asin\": \"B09VLL7D6W\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top\", \"asin\": \"B0BGL492M4\", \"price\": \"$17.25\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"NY Threads Mens Hooded Fleece Bathrobe Plush Long Spa Robe Pack of 1, Large/X-Large, Grey\", \"asin\": \"B075SGYNLT\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 16 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"}, {\"Color\": \"Grey\"}]},\n{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"delivery\": \"Two-Day FREE delivery Thu, Apr 17 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Large (Pack of 1)\"}, {\"Color\": \"Light Grey\"}]}],\n\"saved_items\": [{\"title\": \"hiccapop Pregnancy Pillow for Maternity - Memory Foam Maternity Pillows Support Body, Belly, Back, Knees\", \"asin\": \"B01KG84CLI\", \"options\": []},\n{\"title\": \"Trustworthy Online Controlled Experiments\", \"asin\": \"1108724264\", \"options\": []},\n{\"title\": \"White Classic Luxury Soft Ivory Bath Sheet Towels - 650 GSM Cotton Luxury Bath Towels Extra Large 35x70 | Highly Absorbent and Quick Dry | Hotel Collection Extra Large Bath Towels Oversized, 2 Pack\", \"asin\": \"B0BTKBRSL8\", \"options\": []},\n{\"title\": \"FUNSOBA Clear Glass Flower Vase with Gold Mouth for Centerpieces Home Wedding Decoration (1, Large 5.2\\\" x 9.9\\u201c)\", \"asin\": \"B09496TLXB\", \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"Large 5.2\\\\\\\" x 9.9\\u201c\"}]},\n{\"title\": \"Organic Vitamin E Oil for Skin & Scars |100% Pure Natural Vitamin E Serum Hand Made in South Carolina | 15000 IU Vitamin E for Face & Hair| Non-GMO, Gluten & Cruelty Free, Vegan | Unscented 1 Fl Oz\", \"asin\": \"B01A9JE5MA\", \"options\": []},\n{\"title\": \"New Classic Furniture Oscar Dining Chair (Set of Two), 100% Polyester Natural Beige Fabric, Walnut Brown Finish\", \"asin\": \"B07YD4VG21\", \"options\": [{\"Color\": \"Walnut\"}, {\"Style\": \"Set of 2\"}]},\n{\"title\": \"Livinia Cabin Dining Chair Set of 2, Solid Malaysian Oak PU Leather Upholstered Cushion Seat Wooden Ladder Back Side Chairs (Walnut) Assembly Required\", \"asin\": \"B0B73KN68L\", \"options\": [{\"Color\": \"Walnut\"}, {\"Style\": \"Ladder-Back\"}]},\n{\"title\": \"East West Furniture NFC-MAH-C Norfolk Dinette Chairs - Linen Fabric Upholstered Wooden Chairs, Set of 2, Mahogany\", \"asin\": \"B00TV4682U\", \"options\": [{\"Style\": \"NFC-MAH-C\"}]},\n{\"title\": \"Hallmark 6\\\" Small Holiday Gift Bags (8 Bags: Winter Foliage, Rustic Snowman, \\\"Joy\\\" on Red, Black and White Trees) for Gift Cards, Winter Wedding Party Favors, Teacher Presents\", \"asin\": \"B09SQGL9JH\", \"options\": [{\"Size\": \"8 Count (Pack of 1)\"}]},\n{\"title\": \"Signature Design by Ashley Skempton Cottage Dining Room Table Set with 6 Upholstered Chairs, Whitewash\", \"asin\": \"B07G1B6RHN\", \"price\": \"$621.70\", \"options\": [{\"Color\": \"Whitewash\"}]}]\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\": \"2025-04-16T05:51:57.084Z\", // 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
|
2025-04-16T05:51:57.084Z
|
purchase
|
B075SGYNLT, B0DM98VFF8
|
rule
|
2025-04-16T05:51:57.084Z
|
train
| 2,906 |
2025-04-16T05:51:57.084Z
|
purchase
|
B075SGYNLT, B0DM98VFF8
|
<|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": "2025-04-05T21:57:51.547Z", "action": "input", "action_argument": "straw cleaning"}
{"timestamp": "2025-04-05T21:57:51.584Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T21:58:39.527Z", "action": "click_product", "action_argument": "B0CS2X34Q4"}
{"timestamp": "2025-04-05T21:59:00.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T21:59:57.023Z", "action": "input", "action_argument": "dawn straw cleaning brush"}
{"timestamp": "2025-04-05T21:59:58.690Z", "action": "input", "action_argument": "Baby Bottle Cleaner Kit"}
{"timestamp": "2025-04-05T22:00:00.174Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:01:17.633Z", "action": "input", "action_argument": "hydro flask"}
{"timestamp": "2025-04-05T22:01:17.644Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:04.757Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T22:02:06.739Z", "action": "input", "action_argument": "hydro flask cleaning brush"}
{"timestamp": "2025-04-05T22:02:06.756Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T22:02:53.476Z", "action": "click_product", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-05T22:03:18.022Z", "action": "purchase", "action_argument": "B07G3P677Z"}
{"timestamp": "2025-04-12T23:59:27.306Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T00:00:01.890Z", "action": "input", "action_argument": "pregnant swim"}
{"timestamp": "2025-04-13T00:00:08.425Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:00:08.505Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-13T00:02:56.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:03:34.174Z", "action": "input", "action_argument": "pregnant swimsuits for women"}
{"timestamp": "2025-04-13T00:03:43.386Z", "action": "input", "action_argument": "maternity"}
{"timestamp": "2025-04-13T00:03:43.450Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T00:04:47.884Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:05:30.671Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:33.138Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:34.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:35.449Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:36.535Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:37.504Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:38.361Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.175Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:43.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:05:44.592Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:05.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:06.451Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:06:07.299Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:03.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:05.554Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:08.978Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:07:15.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:07:46.367Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:08:25.866Z", "action": "click_product", "action_argument": "B0CNV92LBB"}
{"timestamp": "2025-04-13T00:09:10.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T00:09:40.000Z", "action": "click_product", "action_argument": "B0CP8W1TRG"}
{"timestamp": "2025-04-13T00:13:38.305Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:54.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:15:59.016Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:01.628Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:05.726Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T00:18:49.845Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T00:19:04.314Z", "action": "purchase", "action_argument": "B08RCCHH5F"}
{"timestamp": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:10.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-16T05:45:55.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:01.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:02.137Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:04.858Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:17.727Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:19.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:21.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:22.544Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:23.621Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:26.264Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:46:33.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:47:24.663Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:48:32.956Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:48:36.238Z", "action": "purchase", "action_argument": "B0DM98VFF8"}
{"timestamp": "2025-04-16T05:48:55.606Z", "action": "input", "action_argument": "robe "}
{"timestamp": "2025-04-16T05:48:55.664Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:49:32.178Z", "action": "click_product", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:47.675Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:49:52.153Z", "action": "purchase", "action_argument": "B075SGYNLT"}
{"timestamp": "2025-04-16T05:49:56.151Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:49:58.009Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:01.279Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T05:50:04.596Z", "action": "purchase", "action_argument": "B075SGYNLT, B0DM98VFF8"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-16T05:51:11.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T05:51:13.210Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T05:51:40.474Z", "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": ""}],
"promotion_items": [{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe", "asin": "B07YDL169Y", "price": "$17.99", "quantity": ""},
{"title": "NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe", "asin": "B075SDZ1WQ", "price": "$26.99", "quantity": ""},
{"title": "Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe", "asin": "B089VKP25W", "price": "$14.99", "quantity": ""},
{"title": "RockDove Men's Original Two-Tone Memory Foam Slipper", "asin": "B01MR34D28", "price": "$23.98", "quantity": ""},
{"title": "NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe", "asin": "B072L78FT4", "price": "$17.99", "quantity": ""},
{"title": "PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe", "asin": "B084P26Q3R", "price": "$29.99", "quantity": ""},
{"title": "Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe", "asin": "B089VN8N3R", "price": "$16.99", "quantity": ""},
{"title": "NY Threads Premium Women's Robe Plush Soft Long Bathrobe Warm Fleece Shawl Collar Spa Robe", "asin": "B07N2XSKDT", "price": "$14.99", "quantity": ""},
{"title": "PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe", "asin": "B084PBWBJR", "price": "$29.99", "quantity": ""},
{"title": "Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top", "asin": "B0BF7LMXNK", "price": "$17.45", "quantity": ""},
{"title": "LAPG Men's Terrain Flex Straight Fit Pant, Tactical Stretch Pants for Men, Durable 9 Pocket Covert Casual EDC Pant", "asin": "B09VLL7D6W", "price": "$54.99", "quantity": ""},
{"title": "Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top", "asin": "B0BGL492M4", "price": "$17.25", "quantity": ""}],
"active_items": [{"title": "NY Threads Mens Hooded Fleece Bathrobe Plush Long Spa Robe Pack of 1, Large/X-Large, Grey", "asin": "B075SGYNLT", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Large-X-Large (Pack of 1)"}, {"Color": "Grey"}]},
{"title": "NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey", "asin": "B0DM98VFF8", "delivery": "Two-Day FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Large (Pack of 1)"}, {"Color": "Light Grey"}]}],
"saved_items": [{"title": "hiccapop Pregnancy Pillow for Maternity - Memory Foam Maternity Pillows Support Body, Belly, Back, Knees", "asin": "B01KG84CLI", "options": []},
{"title": "Trustworthy Online Controlled Experiments", "asin": "1108724264", "options": []},
{"title": "White Classic Luxury Soft Ivory Bath Sheet Towels - 650 GSM Cotton Luxury Bath Towels Extra Large 35x70 | Highly Absorbent and Quick Dry | Hotel Collection Extra Large Bath Towels Oversized, 2 Pack", "asin": "B0BTKBRSL8", "options": []},
{"title": "FUNSOBA Clear Glass Flower Vase with Gold Mouth for Centerpieces Home Wedding Decoration (1, Large 5.2\" x 9.9\u201c)", "asin": "B09496TLXB", "options": [{"Item Package Quantity": "1"}, {"Size": "Large 5.2\\\" x 9.9\u201c"}]},
{"title": "Organic Vitamin E Oil for Skin & Scars |100% Pure Natural Vitamin E Serum Hand Made in South Carolina | 15000 IU Vitamin E for Face & Hair| Non-GMO, Gluten & Cruelty Free, Vegan | Unscented 1 Fl Oz", "asin": "B01A9JE5MA", "options": []},
{"title": "New Classic Furniture Oscar Dining Chair (Set of Two), 100% Polyester Natural Beige Fabric, Walnut Brown Finish", "asin": "B07YD4VG21", "options": [{"Color": "Walnut"}, {"Style": "Set of 2"}]},
{"title": "Livinia Cabin Dining Chair Set of 2, Solid Malaysian Oak PU Leather Upholstered Cushion Seat Wooden Ladder Back Side Chairs (Walnut) Assembly Required", "asin": "B0B73KN68L", "options": [{"Color": "Walnut"}, {"Style": "Ladder-Back"}]},
{"title": "East West Furniture NFC-MAH-C Norfolk Dinette Chairs - Linen Fabric Upholstered Wooden Chairs, Set of 2, Mahogany", "asin": "B00TV4682U", "options": [{"Style": "NFC-MAH-C"}]},
{"title": "Hallmark 6\" Small Holiday Gift Bags (8 Bags: Winter Foliage, Rustic Snowman, \"Joy\" on Red, Black and White Trees) for Gift Cards, Winter Wedding Party Favors, Teacher Presents", "asin": "B09SQGL9JH", "options": [{"Size": "8 Count (Pack of 1)"}]},
{"title": "Signature Design by Ashley Skempton Cottage Dining Room Table Set with 6 Upholstered Chairs, Whitewash", "asin": "B07G1B6RHN", "price": "$621.70", "options": [{"Color": "Whitewash"}]}]
<|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": "2025-04-16T05:51:57.084Z", // 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_action>purchase</answer_action><answer_argument>B075SGYNLT, B0DM98VFF8</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B075SGYNLT, B0DM98VFF8</answer_argument>",
"index": 2906,
"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\": \"2025-04-05T21:57:51.547Z\", \"action\": \"input\", \"action_argument\": \"straw cleaning\"}\n{\"timestamp\": \"2025-04-05T21:57:51.584Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T21:58:39.527Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS2X34Q4\"}\n{\"timestamp\": \"2025-04-05T21:59:00.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T21:59:57.023Z\", \"action\": \"input\", \"action_argument\": \"dawn straw cleaning brush\"}\n{\"timestamp\": \"2025-04-05T21:59:58.690Z\", \"action\": \"input\", \"action_argument\": \"Baby Bottle Cleaner Kit\"}\n{\"timestamp\": \"2025-04-05T22:00:00.174Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:01:17.633Z\", \"action\": \"input\", \"action_argument\": \"hydro flask\"}\n{\"timestamp\": \"2025-04-05T22:01:17.644Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:04.757Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T22:02:06.739Z\", \"action\": \"input\", \"action_argument\": \"hydro flask cleaning brush\"}\n{\"timestamp\": \"2025-04-05T22:02:06.756Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T22:02:53.476Z\", \"action\": \"click_product\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-05T22:03:18.022Z\", \"action\": \"purchase\", \"action_argument\": \"B07G3P677Z\"}\n{\"timestamp\": \"2025-04-12T23:59:27.306Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-13T00:00:01.890Z\", \"action\": \"input\", \"action_argument\": \"pregnant swim\"}\n{\"timestamp\": \"2025-04-13T00:00:08.425Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:00:08.505Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T00:02:56.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:03:34.174Z\", \"action\": \"input\", \"action_argument\": \"pregnant swimsuits for women\"}\n{\"timestamp\": \"2025-04-13T00:03:43.386Z\", \"action\": \"input\", \"action_argument\": \"maternity\"}\n{\"timestamp\": \"2025-04-13T00:03:43.450Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T00:04:47.884Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:05:30.671Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:33.138Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:34.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:35.449Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:36.535Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:37.504Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:38.361Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.175Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:43.946Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:05:44.592Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:05.796Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:06.451Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:06:07.299Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:03.707Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:05.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:08.978Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:07:15.466Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:07:46.367Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:08:25.866Z\", \"action\": \"click_product\", \"action_argument\": \"B0CNV92LBB\"}\n{\"timestamp\": \"2025-04-13T00:09:10.719Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T00:09:40.000Z\", \"action\": \"click_product\", \"action_argument\": \"B0CP8W1TRG\"}\n{\"timestamp\": \"2025-04-13T00:13:38.305Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:54.827Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:15:59.016Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:01.628Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:05.726Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T00:18:49.845Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T00:19:04.314Z\", \"action\": \"purchase\", \"action_argument\": \"B08RCCHH5F\"}\n{\"timestamp\": \"2025-04-16T05:44:02.311Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:02.359Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:44:10.343Z\", \"action\": \"input\", \"action_argument\": \"robe\"}\n{\"timestamp\": \"2025-04-16T05:44:10.636Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-16T05:45:55.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:01.178Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:02.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:04.858Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:17.727Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:19.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:21.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:22.544Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:23.621Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:26.264Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:46:33.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:47:24.663Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:48:32.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:48:36.238Z\", \"action\": \"purchase\", \"action_argument\": \"B0DM98VFF8\"}\n{\"timestamp\": \"2025-04-16T05:48:55.606Z\", \"action\": \"input\", \"action_argument\": \"robe \"}\n{\"timestamp\": \"2025-04-16T05:48:55.664Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-16T05:49:32.178Z\", \"action\": \"click_product\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:47.675Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:49:52.153Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT\"}\n{\"timestamp\": \"2025-04-16T05:49:56.151Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:49:58.009Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:01.279Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-16T05:50:04.596Z\", \"action\": \"purchase\", \"action_argument\": \"B075SGYNLT, B0DM98VFF8\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-16T05:51:11.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-16T05:51:13.210Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-16T05:51:40.474Z\", \"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\"promotion_items\": [{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe\", \"asin\": \"B07YDL169Y\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Men's Hooded Fleece Bathrobe Plush Long Spa Robe\", \"asin\": \"B075SDZ1WQ\", \"price\": \"$26.99\", \"quantity\": \"\"},\n{\"title\": \"Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe\", \"asin\": \"B089VKP25W\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"RockDove Men's Original Two-Tone Memory Foam Slipper\", \"asin\": \"B01MR34D28\", \"price\": \"$23.98\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Luxurious Mens Shawl Collar Fleece Bathrobe Long Spa Robe\", \"asin\": \"B072L78FT4\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe\", \"asin\": \"B084P26Q3R\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Evshine Women's Fuzzy Slippers Cross Band Memory Foam House Slippers Open Toe\", \"asin\": \"B089VN8N3R\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"NY Threads Premium Women's Robe Plush Soft Long Bathrobe Warm Fleece Shawl Collar Spa Robe\", \"asin\": \"B07N2XSKDT\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"PAVILIA Premium Womens Plush Soft Robe Fluffy, Warm, Fleece Sherpa Shaggy Bathrobe\", \"asin\": \"B084PBWBJR\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top\", \"asin\": \"B0BF7LMXNK\", \"price\": \"$17.45\", \"quantity\": \"\"},\n{\"title\": \"LAPG Men's Terrain Flex Straight Fit Pant, Tactical Stretch Pants for Men, Durable 9 Pocket Covert Casual EDC Pant\", \"asin\": \"B09VLL7D6W\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Beverly Hills Polo Club Men's Beverly Hills Polo Polar Fleece Set W/Thermal Top\", \"asin\": \"B0BGL492M4\", \"price\": \"$17.25\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"NY Threads Mens Hooded Fleece Bathrobe Plush Long Spa Robe Pack of 1, Large/X-Large, Grey\", \"asin\": \"B075SGYNLT\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 16 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Large-X-Large (Pack of 1)\"}, {\"Color\": \"Grey\"}]},\n{\"title\": \"NY Threads Womens Fleece Hooded Bathrobe Plush Long Spa Robe, Large, Light Grey\", \"asin\": \"B0DM98VFF8\", \"delivery\": \"Two-Day FREE delivery Thu, Apr 17 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Large (Pack of 1)\"}, {\"Color\": \"Light Grey\"}]}],\n\"saved_items\": [{\"title\": \"hiccapop Pregnancy Pillow for Maternity - Memory Foam Maternity Pillows Support Body, Belly, Back, Knees\", \"asin\": \"B01KG84CLI\", \"options\": []},\n{\"title\": \"Trustworthy Online Controlled Experiments\", \"asin\": \"1108724264\", \"options\": []},\n{\"title\": \"White Classic Luxury Soft Ivory Bath Sheet Towels - 650 GSM Cotton Luxury Bath Towels Extra Large 35x70 | Highly Absorbent and Quick Dry | Hotel Collection Extra Large Bath Towels Oversized, 2 Pack\", \"asin\": \"B0BTKBRSL8\", \"options\": []},\n{\"title\": \"FUNSOBA Clear Glass Flower Vase with Gold Mouth for Centerpieces Home Wedding Decoration (1, Large 5.2\\\" x 9.9\\u201c)\", \"asin\": \"B09496TLXB\", \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"Large 5.2\\\\\\\" x 9.9\\u201c\"}]},\n{\"title\": \"Organic Vitamin E Oil for Skin & Scars |100% Pure Natural Vitamin E Serum Hand Made in South Carolina | 15000 IU Vitamin E for Face & Hair| Non-GMO, Gluten & Cruelty Free, Vegan | Unscented 1 Fl Oz\", \"asin\": \"B01A9JE5MA\", \"options\": []},\n{\"title\": \"New Classic Furniture Oscar Dining Chair (Set of Two), 100% Polyester Natural Beige Fabric, Walnut Brown Finish\", \"asin\": \"B07YD4VG21\", \"options\": [{\"Color\": \"Walnut\"}, {\"Style\": \"Set of 2\"}]},\n{\"title\": \"Livinia Cabin Dining Chair Set of 2, Solid Malaysian Oak PU Leather Upholstered Cushion Seat Wooden Ladder Back Side Chairs (Walnut) Assembly Required\", \"asin\": \"B0B73KN68L\", \"options\": [{\"Color\": \"Walnut\"}, {\"Style\": \"Ladder-Back\"}]},\n{\"title\": \"East West Furniture NFC-MAH-C Norfolk Dinette Chairs - Linen Fabric Upholstered Wooden Chairs, Set of 2, Mahogany\", \"asin\": \"B00TV4682U\", \"options\": [{\"Style\": \"NFC-MAH-C\"}]},\n{\"title\": \"Hallmark 6\\\" Small Holiday Gift Bags (8 Bags: Winter Foliage, Rustic Snowman, \\\"Joy\\\" on Red, Black and White Trees) for Gift Cards, Winter Wedding Party Favors, Teacher Presents\", \"asin\": \"B09SQGL9JH\", \"options\": [{\"Size\": \"8 Count (Pack of 1)\"}]},\n{\"title\": \"Signature Design by Ashley Skempton Cottage Dining Room Table Set with 6 Upholstered Chairs, Whitewash\", \"asin\": \"B07G1B6RHN\", \"price\": \"$621.70\", \"options\": [{\"Color\": \"Whitewash\"}]}]\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\": \"2025-04-16T05:51:57.084Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"2025-03-30T19:32:28.166Z\", // 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
|
2025-03-30T19:32:28.166Z
|
input
|
tn229 toner
|
rule
|
2025-03-30T19:32:28.166Z
|
train
| 2,907 |
2025-03-30T19:32:28.166Z
|
input
|
tn229 toner
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|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": "2025-03-30T19:32:28.166Z", // 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_action>input</answer_action><answer_argument>tn229 toner </answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>tn229 toner </answer_argument>",
"index": 2907,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"2025-03-30T19:32:28.166Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"2025-03-30T19:32:33.367Z\", // 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
|
2025-03-30T19:32:33.367Z
|
input
|
tn229 toner L3780CDW
|
rule
|
2025-03-30T19:32:33.367Z
|
train
| 2,908 |
2025-03-30T19:32:33.367Z
|
input
|
tn229 toner L3780CDW
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
<|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": "2025-03-30T19:32:33.367Z", // 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_action>input</answer_action><answer_argument>tn229 toner L3780CDW</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>tn229 toner L3780CDW</answer_argument>",
"index": 2908,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"2025-03-30T19:32:33.367Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}]\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\": \"2025-03-30T19:32:34.494Z\", // 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
|
2025-03-30T19:32:34.494Z
|
click
|
search
|
rule
|
2025-03-30T19:32:34.494Z
|
train
| 2,909 |
2025-03-30T19:32:34.494Z
|
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|>
{"timestamp": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
<|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": "tn229 toner L3780CDW"}]
<|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": "2025-03-30T19:32:34.494Z", // 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_action>click</answer_action><answer_argument>search</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>search</answer_argument>",
"index": 2909,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}]\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\": \"2025-03-30T19:32:34.494Z\", // 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{\"timestamp\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T19:33:19.700Z\", // 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
|
2025-03-30T19:33:19.700Z
|
click_product
|
B0DL58WGGP
|
rule
|
2025-03-30T19:33:19.700Z
|
train
| 2,910 |
2025-03-30T19:33:19.700Z
|
click_product
|
B0DL58WGGP
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "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": "tn229 toner L3780CDW"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": ""},
{"title": "LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack", "asin": "B0DXDT3WSD", "price": "$69.99", "quantity": ""},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)", "asin": "B0D2WYJH24", "price": "$79.99", "quantity": ""},
{"title": "TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack", "asin": "B0D9K3JQCF", "price": "$79.19", "quantity": ""},
{"title": "INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "quantity": ""}],
"ads": [{"title": "E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)", "asin": "B0DD3XH5HD"},
{"title": "E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK"},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F"}],
"search_results": [{"title": "Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0DG19FLM1", "price": "$89.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0D2R3R1GZ", "price": "$119.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F", "price": "$98.98", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack", "asin": "B0BNQFCPZY", "price": "$260.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack", "asin": "B0DXDT3WSD", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack", "asin": "B0DSLB65BM", "price": "$127.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL", "asin": "B0DTK3YP93", "price": "$97.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip", "asin": "B0DG23TL4F", "price": "$80.74", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack", "asin": "B0DXDV3CYN", "price": "$129.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)", "asin": "B0DG7Y7BWV", "price": "$67.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon."},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)", "asin": "B0DX6PKRBD", "price": "$66.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)", "asin": "B0DGPLNPPJ", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon."},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack", "asin": "B0DTJ3S95Z", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield", "asin": "B0DG554693", "price": "$99.59", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)", "asin": "B0DXF348ZN", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)", "asin": "B0DXDVNRXS", "price": "$118.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)", "asin": "B0D2XLW6W3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"}]
<|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": "2025-03-30T19:33:19.700Z", // 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_action>click_product</answer_action><answer_argument>B0DL58WGGP</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0DL58WGGP</answer_argument>",
"index": 2910,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T19:33:19.700Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon.\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"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\": \"2025-03-30T19:34:58.806Z\", // 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
|
2025-03-30T19:34:58.806Z
|
click_product
|
B0DG2Z4CGK
|
rule
|
2025-03-30T19:34:58.806Z
|
train
| 2,911 |
2025-03-30T19:34:58.806Z
|
click_product
|
B0DG2Z4CGK
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
<|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": "tn229 toner L3780CDW"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "quantity": ""},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)", "asin": "B0D2WYJH24", "price": "$79.99", "quantity": ""},
{"title": "TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack", "asin": "B0D9K3JQCF", "price": "$79.19", "quantity": ""},
{"title": "LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack", "asin": "B0DXDT3WSD", "price": "$69.99", "quantity": ""},
{"title": "TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)", "asin": "B0CX1JCHMX", "price": "$67.99", "quantity": ""}],
"ads": [{"title": "E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)", "asin": "B0DD3XH5HD"},
{"title": "E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK"},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F"}],
"search_results": [{"title": "Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0DG19FLM1", "price": "$89.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F", "price": "$98.98", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0D2R3R1GZ", "price": "$119.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack", "asin": "B0BNQFCPZY", "price": "$260.49", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)", "asin": "B0DG7Y7BWV", "price": "$67.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon."},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack", "asin": "B0DSLB65BM", "price": "$127.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL", "asin": "B0DTK3YP93", "price": "$97.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip", "asin": "B0DG23TL4F", "price": "$80.74", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)", "asin": "B0D2XLW6W3", "price": "$79.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)", "asin": "B0DX6PKRBD", "price": "$66.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack", "asin": "B0DXDV3CYN", "price": "$129.97", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield", "asin": "B0DG554693", "price": "$99.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon."},
{"title": "TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack", "asin": "B0DTJ3S95Z", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)", "asin": "B0DXF348ZN", "price": "$99.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)", "asin": "B0DGPLNPPJ", "price": "$109.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon."},
{"title": "Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)", "asin": "B0DXDVNRXS", "price": "$118.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)", "asin": "B0D2WYJH24", "price": "$79.99", "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": "2025-03-30T19:34:58.806Z", // 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_action>click_product</answer_action><answer_argument>B0DG2Z4CGK</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0DG2Z4CGK</answer_argument>",
"index": 2911,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon.\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"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\": \"2025-03-30T19:34:58.806Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon.\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"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\": \"2025-03-30T19:35:15.363Z\", // 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
|
2025-03-30T19:35:15.363Z
|
click_product
|
B0DNS11J2F
|
rule
|
2025-03-30T19:35:15.363Z
|
train
| 2,912 |
2025-03-30T19:35:15.363Z
|
click_product
|
B0DNS11J2F
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
<|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": "tn229 toner L3780CDW"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "quantity": ""},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)", "asin": "B0D2WYJH24", "price": "$79.99", "quantity": ""},
{"title": "TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack", "asin": "B0D9K3JQCF", "price": "$79.19", "quantity": ""},
{"title": "LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack", "asin": "B0DXDT3WSD", "price": "$69.99", "quantity": ""},
{"title": "TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)", "asin": "B0CX1JCHMX", "price": "$67.99", "quantity": ""}],
"ads": [{"title": "E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)", "asin": "B0DD3XH5HD"},
{"title": "E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK"},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F"}],
"search_results": [{"title": "Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0DG19FLM1", "price": "$89.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F", "price": "$98.98", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0D2R3R1GZ", "price": "$119.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack", "asin": "B0BNQFCPZY", "price": "$260.49", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)", "asin": "B0DG7Y7BWV", "price": "$67.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon."},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack", "asin": "B0DSLB65BM", "price": "$127.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL", "asin": "B0DTK3YP93", "price": "$97.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip", "asin": "B0DG23TL4F", "price": "$80.74", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)", "asin": "B0D2XLW6W3", "price": "$79.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)", "asin": "B0DX6PKRBD", "price": "$66.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack", "asin": "B0DXDV3CYN", "price": "$129.97", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield", "asin": "B0DG554693", "price": "$99.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon."},
{"title": "TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack", "asin": "B0DTJ3S95Z", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)", "asin": "B0DXF348ZN", "price": "$99.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)", "asin": "B0DGPLNPPJ", "price": "$109.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon."},
{"title": "Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)", "asin": "B0DXDVNRXS", "price": "$118.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)", "asin": "B0D2WYJH24", "price": "$79.99", "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": "2025-03-30T19:35:15.363Z", // 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_action>click_product</answer_action><answer_argument>B0DNS11J2F</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0DNS11J2F</answer_argument>",
"index": 2912,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL 229XL TN2294PK High Yield Toner Cartridge Compatible Replacement for Brother TN229XL TN229 Works with Brother HL-L3280CDW MFC-L3720CDW MFC-L3765CDW MFC-L3780CDW HL-L3220CDW Printer 4-Pack\", \"asin\": \"B0D9K3JQCF\", \"price\": \"$79.19\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L3780CDW HL-L3220CDW MFC-L3720CDW HL-L3300CDW Printer (Black Cyan Magenta Yellow, Up to 3000 Pages)\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"E-Z Ink Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 XL High Yield to use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW TN-229XLBK with Chip (2 Black Pack)\", \"asin\": \"B0DD3XH5HD\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\"}],\n\"search_results\": [{\"title\": \"Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Genuine TN2294PK Standard Yield 4-Pack Printer Toner Cartridges - Black, Cyan, Magenta, Yellow Toner Multipack\", \"asin\": \"B0BNQFCPZY\", \"price\": \"$260.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 Compatible Toner Cartridges Replacement for 229 TN-229 TN229XL TN-229XL 229XL to Use with MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L3300CDW MFC-L8395CDW Printer (4 Packs)\", \"asin\": \"B0DG7Y7BWV\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 5 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 Toner for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW Printer,TN-229XL TN229XXL Toner 5-Pack\", \"asin\": \"B0DSLB65BM\", \"price\": \"$127.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner 4 Pack Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW, TN229XL\", \"asin\": \"B0DTK3YP93\", \"price\": \"$97.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW HL-L3300CDW (TN229XL 4 Pack)\", \"asin\": \"B0D2XLW6W3\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229XLBK TN229 Black Toner Cartridge High Yield for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DX6PKRBD\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 High Yield Toner Compatible Replacement for Brother TN229XL TN229 Toner Cartridges for HL-L3280CDW MFC-L3780CDW MFC-L3720CDW Printer, TN229XLBK/C/M/Y-5 Pack\", \"asin\": \"B0DXDV3CYN\", \"price\": \"$129.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229 TN229XL MFC-L3780CDW MFC-L3720CDW Toner Cartridges: Compatible for Brother HL-L3280CDW HL-L3220CDW TN-229XL TN 229XL 229 TN-229XLBK/C/M/Y HL-L3300CDW HL-L3295CDW Printer 4 Pack High Yield\", \"asin\": \"B0DG554693\", \"price\": \"$99.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 20 left in stock - order soon.\"},\n{\"title\": \"TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"TN229XL TN229 Toner Compatible for Brother TN229 Toner Cartridges Works for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW , TN229XL 4 Pack\", \"asin\": \"B0DTJ3S95Z\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Compatible Toner Cartridge Replacement for Brother TN229XL TN229 XL Toner Cartridges for MFC-L3720CDW MFC-L3780CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (4 Pack TN-229XLBK/C/M/Y)\", \"asin\": \"B0DXF348ZN\", \"price\": \"$99.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 15 left in stock - order soon.\"},\n{\"title\": \"Compatible Toner Cartridges Replacement for Brother TN229XL TN229 XL TN-229XL Toner Cartridges for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW Printer (TN-229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DXDVNRXS\", \"price\": \"$118.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner for Brother MFC-L3780CDW HL-L3280CDW HL-L3220CDW MFC-L3720CDW HL-L3295CDW HL-L8245CDW HL-L3300CDW (4 Pack B/C/M/Y)\", \"asin\": \"B0D2WYJH24\", \"price\": \"$79.99\", \"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\": \"2025-03-30T19:35:15.363Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"product_details\": [{\"asin\": \"B0DNS11J2F\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\"},\n{\"price\": \"$98.98\"},\n{\"bullet_list\": \"Product Name: E-Z Ink compatible TN229XL toner cartridges replacement for Brother 229XL toner cartridge for brother mfc-l3720cdw toner cartridges Printer Compatibility: E-Z Ink TN229XL TN229 toner cartridges Compatible with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW MFC-L8395CDW MFC-L3765CDW Laser Printers Package Contents: 1 x User Guide, 1 x TN229XL TN229 XL Black toner, 1 x TN229XL TN229 XL Cyan toner, 1 x TN229XL TN229 XL Magenta toner, 1 x TN229XL TN229 XL Yellow toner (Total 4 Pack With Chip) Page Yield: TN229XL TN229 XL Black is 3000 pages per toner cartridge at 5% coverage of A4 paper, TN229XL Cyan/Magenta/Yellow is 2300 pages per toner cartridge at 5% coverage of A4 paper Refined TN229XL toner powder for provides high-quality images and text\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"INK4U Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"quantity\": \"\"},\n{\"title\": \"INK4U TN229XL Black Toner Cartridges Compatible Replacement for Brother TN229XL TN229 TN229XLBK TN229BK to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DHH2F79P\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 TN229XL Toner Cartridge Compatible with Brother MFC-L3780CDW HL-L3280CDW HL-L...\", \"asin\": \"B0D2XCJ7JX\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 TN229XL Toner Cartridge Replacement for TN 229 TN-229 Toner Compatible for Br...\", \"asin\": \"B0DS3WD278\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L378...\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Black Compatible Toner Cartridges Replacement for TN229 TN-229 TN 229 XL To...\", \"asin\": \"B0CWL94N7D\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Tone...\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"quantity\": \"\"},\n{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\"},\n{\"title\": \"E-Z Ink Compatible 414X Toner Cartridges Replacement for HP 414X Toner (with Chip) 414A 414X Toner Cartridges to Use with HP Color Pro M454dw MFP M479 M479fdw M479fdn M479fdw Printer (4 Pack)\", \"asin\": \"B0DCJLQQPS\", \"price\": \"$189.99\"},\n{\"title\": \"TN229XL Toner Cartridges - TN229 XL Toner Replacement for Brother MFC-L3780CDW Toner Cartridges to Work with MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW Printer, 4 Pack with TN229XLBK Toner\", \"asin\": \"B0D8L3KX58\", \"price\": \"$119.98\"},\n{\"title\": \"myCartridge Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\"},\n{\"title\": \"Jeostarky TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\"}]\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\": \"2025-03-30T19:35:21.379Z\", // 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
|
2025-03-30T19:35:21.379Z
|
purchase
|
B0DNS11J2F
|
rule
|
2025-03-30T19:35:21.379Z
|
train
| 2,913 |
2025-03-30T19:35:21.379Z
|
purchase
|
B0DNS11J2F
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
<|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": "tn229 toner L3780CDW"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"product_details": [{"asin": "B0DNS11J2F"},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)"},
{"price": "$98.98"},
{"bullet_list": "Product Name: E-Z Ink compatible TN229XL toner cartridges replacement for Brother 229XL toner cartridge for brother mfc-l3720cdw toner cartridges Printer Compatibility: E-Z Ink TN229XL TN229 toner cartridges Compatible with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW MFC-L8395CDW MFC-L3765CDW Laser Printers Package Contents: 1 x User Guide, 1 x TN229XL TN229 XL Black toner, 1 x TN229XL TN229 XL Cyan toner, 1 x TN229XL TN229 XL Magenta toner, 1 x TN229XL TN229 XL Yellow toner (Total 4 Pack With Chip) Page Yield: TN229XL TN229 XL Black is 3000 pages per toner cartridge at 5% coverage of A4 paper, TN229XL Cyan/Magenta/Yellow is 2300 pages per toner cartridge at 5% coverage of A4 paper Refined TN229XL toner powder for provides high-quality images and text"}],
"product_quantity": [{"quantity": "1"},
{"quantity": "1"}],
"promotion_items": [{"title": "INK4U Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0DG19FLM1", "price": "$89.99", "quantity": ""},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99", "quantity": ""},
{"title": "INK4U TN229XL Black Toner Cartridges Compatible Replacement for Brother TN229XL TN229 TN229XLBK TN229BK to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)", "asin": "B0DHH2F79P", "price": "$89.99", "quantity": ""},
{"title": "TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)", "asin": "B0DGPLNPPJ", "price": "$109.99", "quantity": ""},
{"title": "TN229 TN229XL Toner Cartridge Compatible with Brother MFC-L3780CDW HL-L3280CDW HL-L...", "asin": "B0D2XCJ7JX", "price": "$79.99", "quantity": ""},
{"title": "TN229 TN229XL Toner Cartridge Replacement for TN 229 TN-229 Toner Compatible for Br...", "asin": "B0DS3WD278", "price": "$67.99", "quantity": ""},
{"title": "E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "quantity": ""},
{"title": "E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)", "asin": "B0DG2Z4CGK", "price": "$99.99", "quantity": ""},
{"title": "LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack", "asin": "B0DXDT3WSD", "price": "$69.99", "quantity": ""},
{"title": "TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L378...", "asin": "B0CX1JCHMX", "price": "$67.99", "quantity": ""},
{"title": "TN229XL Black Compatible Toner Cartridges Replacement for TN229 TN-229 TN 229 XL To...", "asin": "B0CWL94N7D", "price": "$59.49", "quantity": ""},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99", "quantity": ""},
{"title": "TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Tone...", "asin": "B0D2R3R1GZ", "price": "$119.99", "quantity": ""},
{"title": "INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)", "asin": "B0DM22214Q", "price": "$139.99", "quantity": ""}],
"comparison_items": [{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)", "asin": "B0DNS11J2F", "price": "$98.98"},
{"title": "E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)", "asin": "B0DMVRS3J7", "price": "$133.99"},
{"title": "E-Z Ink Compatible 414X Toner Cartridges Replacement for HP 414X Toner (with Chip) 414A 414X Toner Cartridges to Use with HP Color Pro M454dw MFP M479 M479fdw M479fdn M479fdw Printer (4 Pack)", "asin": "B0DCJLQQPS", "price": "$189.99"},
{"title": "TN229XL Toner Cartridges - TN229 XL Toner Replacement for Brother MFC-L3780CDW Toner Cartridges to Work with MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW Printer, 4 Pack with TN229XLBK Toner", "asin": "B0D8L3KX58", "price": "$119.98"},
{"title": "myCartridge Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip", "asin": "B0DG23TL4F", "price": "$80.74"},
{"title": "Jeostarky TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer", "asin": "B0D2R3R1GZ", "price": "$119.99"}]
<|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": "2025-03-30T19:35:21.379Z", // 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_action>purchase</answer_action><answer_argument>B0DNS11J2F</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B0DNS11J2F</answer_argument>",
"index": 2913,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"tn229 toner L3780CDW\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"product_details\": [{\"asin\": \"B0DNS11J2F\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\"},\n{\"price\": \"$98.98\"},\n{\"bullet_list\": \"Product Name: E-Z Ink compatible TN229XL toner cartridges replacement for Brother 229XL toner cartridge for brother mfc-l3720cdw toner cartridges Printer Compatibility: E-Z Ink TN229XL TN229 toner cartridges Compatible with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW MFC-L8395CDW MFC-L3765CDW Laser Printers Package Contents: 1 x User Guide, 1 x TN229XL TN229 XL Black toner, 1 x TN229XL TN229 XL Cyan toner, 1 x TN229XL TN229 XL Magenta toner, 1 x TN229XL TN229 XL Yellow toner (Total 4 Pack With Chip) Page Yield: TN229XL TN229 XL Black is 3000 pages per toner cartridge at 5% coverage of A4 paper, TN229XL Cyan/Magenta/Yellow is 2300 pages per toner cartridge at 5% coverage of A4 paper Refined TN229XL toner powder for provides high-quality images and text\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"INK4U Compatible TN229XL Toner Cartridges 4 Pack Replacement for Brother TN229XL TN229 Toner Cartridges to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0DG19FLM1\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"quantity\": \"\"},\n{\"title\": \"INK4U TN229XL Black Toner Cartridges Compatible Replacement for Brother TN229XL TN229 TN229XLBK TN229BK to Use with MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3300CDW Printer (2 Pack)\", \"asin\": \"B0DHH2F79P\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 XL TN229XL Compatible Toner Cartridge for Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW MFC-L3765CDW HL-L3300CDW HL-L3295CDW HL-L8245CDW Series Printer (4 Packs)\", \"asin\": \"B0DGPLNPPJ\", \"price\": \"$109.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 TN229XL Toner Cartridge Compatible with Brother MFC-L3780CDW HL-L3280CDW HL-L...\", \"asin\": \"B0D2XCJ7JX\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"TN229 TN229XL Toner Cartridge Replacement for TN 229 TN-229 Toner Compatible for Br...\", \"asin\": \"B0DS3WD278\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible Replacement for Brother TN229 TN229xl Toner Cartridges 4 Pack High Yield for MFC-L3780CDW HL-L3280CDW MFC-L3720CDW HL-L3220CDW HL-L3295CDW HL-L8245CDW TN-229 TN229 B/C/M/Y (4 Pack)\", \"asin\": \"B0DG2Z4CGK\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"LEMERO UEXPECT TN229XL Black Compatible Toner Cartridges Replacement for Brother TN229XL TN229XLBK TN229 Black High Yield Toner for MFC-L3780CDW MFC-L3720DW HL-L3280CDW HL-L3300CDW Printer, 2 Pack\", \"asin\": \"B0DXDT3WSD\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Toner Cartridge for 229 TN229 TN-229 TN-229XL Work for HL-L3280CDW MFC-L378...\", \"asin\": \"B0CX1JCHMX\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL Black Compatible Toner Cartridges Replacement for TN229 TN-229 TN 229 XL To...\", \"asin\": \"B0CWL94N7D\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\", \"quantity\": \"\"},\n{\"title\": \"TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Tone...\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\", \"quantity\": \"\"},\n{\"title\": \"INK E-SALE TN229 TN229XL 229XL Compatible Toner Cartridge Replacement for Brother HL L3220CDW L3280CDW L3295CDW L3300CDW L8245CDW MFC L3720CDW L3765CDW L3780CDW L8395CDW Printers (4 Packs)\", \"asin\": \"B0DM22214Q\", \"price\": \"$139.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-4 Pack)\", \"asin\": \"B0DNS11J2F\", \"price\": \"$98.98\"},\n{\"title\": \"E-Z Ink Compatible TN229XL Toner Cartridges Replacement for Brother TN229XL TN-229XL TN229 XL to use with MFC-L3720CDW MFC-L3780CDW HL-L3220CDW HL-L3280CDW HL-L3300CDW Printer (TN229XLBK/C/M/Y-5 Pack)\", \"asin\": \"B0DMVRS3J7\", \"price\": \"$133.99\"},\n{\"title\": \"E-Z Ink Compatible 414X Toner Cartridges Replacement for HP 414X Toner (with Chip) 414A 414X Toner Cartridges to Use with HP Color Pro M454dw MFP M479 M479fdw M479fdn M479fdw Printer (4 Pack)\", \"asin\": \"B0DCJLQQPS\", \"price\": \"$189.99\"},\n{\"title\": \"TN229XL Toner Cartridges - TN229 XL Toner Replacement for Brother MFC-L3780CDW Toner Cartridges to Work with MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3295CDW Printer, 4 Pack with TN229XLBK Toner\", \"asin\": \"B0D8L3KX58\", \"price\": \"$119.98\"},\n{\"title\": \"myCartridge Compatible Toner Cartridge Replacement for Brother TN229XL TN229 TN-229XL TN-229XLBK/C/M/Y Toner High Yield 4 Pack Use for MFC-L3780CDW MFC-L3720CDW HL-L3280CDW Printer,TN229XXL with Chip\", \"asin\": \"B0DG23TL4F\", \"price\": \"$80.74\"},\n{\"title\": \"Jeostarky TN229XL TN229 Toner Cartridge High Yield Replacement for Brother TN229 TN229XL Toner Compatible with Brother MFC-L3780CDW MFC-L3720CDW HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer\", \"asin\": \"B0D2R3R1GZ\", \"price\": \"$119.99\"}]\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\": \"2025-03-30T19:35:21.379Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\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\": \"2025-03-30T21:17:08.450Z\", // 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
|
2025-03-30T21:17:08.450Z
|
input
|
breville bottomless portafilter
|
rule
|
2025-03-30T21:17:08.450Z
|
train
| 2,914 |
2025-03-30T21:17:08.450Z
|
input
|
breville bottomless portafilter
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|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": "2025-03-30T21:17:08.450Z", // 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_action>input</answer_action><answer_argument>breville bottomless portafilter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>breville bottomless portafilter</answer_argument>",
"index": 2914,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\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\": \"2025-03-30T21:17:08.450Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter\"}]\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\": \"2025-03-30T21:17:08.518Z\", // 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
|
2025-03-30T21:17:08.518Z
|
click
|
suggested_term
|
rule
|
2025-03-30T21:17:08.518Z
|
train
| 2,915 |
2025-03-30T21:17:08.518Z
|
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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
<|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": "breville bottomless portafilter"}]
<|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": "2025-03-30T21:17:08.518Z", // 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_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"index": 2915,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter\"}]\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\": \"2025-03-30T21:17:08.518Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Breville Barista Express Accessories Kit 6pcs Includes 54mm Walnut Tamping Stand, Auto Leveling Tamper, Distributor, Bottomless Portafilter, Dosing Funnel and Puck Screen\", \"asin\": \"B0DGMMTKPZ\", \"price\": \"$185.99\", \"delivery\": \"Only 9 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:18:58.300Z\", // 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
|
2025-03-30T21:18:58.300Z
|
click_product
|
B0DH3MHBB2
|
rule
|
2025-03-30T21:18:58.300Z
|
train
| 2,916 |
2025-03-30T21:18:58.300Z
|
click_product
|
B0DH3MHBB2
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
{"timestamp": "2025-03-30T21:17:08.518Z", "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": "breville bottomless portafilter 54mm"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "quantity": ""},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "quantity": ""},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "quantity": ""},
{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "quantity": ""},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "quantity": ""},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "quantity": ""}],
"ads": [{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W"},
{"title": "LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood", "asin": "B0D3M5V7TQ"},
{"title": "LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool", "asin": "B0C6NBMNDY"}],
"search_results": [{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)", "asin": "B0CPLG746V", "price": "$49.00", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included", "asin": "B09886G7P6", "price": "$50.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle", "asin": "B0C2NS4DZ8", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut", "asin": "B098Q9QF26", "price": "$71.20", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "Breville Barista Express Accessories Kit 6pcs Includes 54mm Walnut Tamping Stand, Auto Leveling Tamper, Distributor, Bottomless Portafilter, Dosing Funnel and Puck Screen", "asin": "B0DGMMTKPZ", "price": "$185.99", "delivery": "Only 9 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set", "asin": "B0DYJMKFWR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon."},
{"title": "Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter", "asin": "B0DH2DVZ86", "price": "$159.90", "delivery": ""},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)", "asin": "B0CPLG746V", "price": "$49.00", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS", "asin": "B0DK11HW3X", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser", "asin": "B0DJW5LXJN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter 3 Ears ABS Handle \u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen", "asin": "B0D3CZ3XD6", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino", "asin": "B0DH3MHBB2", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)", "asin": "B0C3Y8ZVKS", "price": "$36.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)", "asin": "B0D8PNRV48", "price": "$57.59", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket", "asin": "B0D48YM6CF", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)", "asin": "B0DFY4D7WK", "price": "$35.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0C7CZ6SQ2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle", "asin": "B0DHKDY3X2", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \u2013 Fits 54mm Breville machines \u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen", "asin": "B0D3CXTJ5Z", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket", "asin": "B08N4Y6LH8", "price": "$26.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B", "asin": "B0CGLMXB3C", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle", "asin": "B0D142ZW7X", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included", "asin": "B0DCVTP9D7", "price": "$42.98", "delivery": "FREE delivery Thu, Apr 3 Only 15 left in stock - order soon."},
{"title": "54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0DT49PYX7", "price": "$89.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)", "asin": "B08D89QWY5", "price": "$57.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino", "asin": "B0DPZY7623", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)", "asin": "B09Y8R235M", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines", "asin": "B08HYNCM89", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)", "asin": "B0DSB82N6Y", "price": "$31.44", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\uff08brown\uff09.", "asin": "B08RNJRDGW", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 2 Only 19 left in stock - order soon."},
{"title": "Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include", "asin": "B0DGSLPJVJ", "price": "$31.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \u2013 Double Shot Basket - Black Handle", "asin": "B0C279VX4N", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Modern Handle \u2013 Includes Stainless Steel Naked Basket \u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \u2013 Green", "asin": "B0DFCL97ZP", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter \u2013 Compatible with Breville Espresso Machines \u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \u2013 Professional Barista Tool\"", "asin": "B0D8XXYQWK", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines", "asin": "B0D3C3D9D6", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)", "asin": "B08D795TQ4", "price": "$39.87", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)", "asin": "B0CH9ZWG1X", "price": "$31.67", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines", "asin": "B0DT9R7F74", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter", "asin": "B0CKG39N3T", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon."},
{"title": "54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)", "asin": "B0DFV3QSLH", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle", "asin": "B0DDYDSCZK", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle", "asin": "B0DSTZJD1D", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso", "asin": "B0D26FMM29", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)", "asin": "B0C49NXMVX", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 2 Only 7 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0CZ16PSJG", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 3"},
{"title": "54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0D3B9L5SG", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"}]
<|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": "2025-03-30T21:18:58.300Z", // 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_action>click_product</answer_action><answer_argument>B0DH3MHBB2</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0DH3MHBB2</answer_argument>",
"index": 2916,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Breville Barista Express Accessories Kit 6pcs Includes 54mm Walnut Tamping Stand, Auto Leveling Tamper, Distributor, Bottomless Portafilter, Dosing Funnel and Puck Screen\", \"asin\": \"B0DGMMTKPZ\", \"price\": \"$185.99\", \"delivery\": \"Only 9 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:18:58.300Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XZ2TGV\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:12.598Z\", // 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
|
2025-03-30T21:19:12.598Z
|
click
|
filter
|
rule
|
2025-03-30T21:19:12.598Z
|
train
| 2,917 |
2025-03-30T21:19:12.598Z
|
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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
{"timestamp": "2025-03-30T21:17:08.518Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-30T21:18:58.300Z", "action": "click_product", "action_argument": "B0DH3MHBB2"}
<|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": "breville bottomless portafilter 54mm"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "quantity": ""},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "quantity": ""},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "quantity": ""},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "quantity": ""},
{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "quantity": ""},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "quantity": ""}],
"ads": [{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W"},
{"title": "LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood", "asin": "B0D3M5V7TQ"},
{"title": "LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool", "asin": "B0C6NBMNDY"}],
"search_results": [{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included", "asin": "B09886G7P6", "price": "$50.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle", "asin": "B0C2NS4DZ8", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut", "asin": "B098Q9QF26", "price": "$71.20", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter 3 Ears ABS Handle \u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen", "asin": "B0D3CZ3XD6", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set", "asin": "B0DYJMKFWR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)", "asin": "B0CPLG746V", "price": "$49.00", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS", "asin": "B0DK11HW3X", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser", "asin": "B0DJW5LXJN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter \u2013 Compatible with Breville Espresso Machines \u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \u2013 Professional Barista Tool\"", "asin": "B0D8XZ2TGV", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter", "asin": "B0DH2DVZ86", "price": "$159.90", "delivery": ""},
{"title": "54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino", "asin": "B0DH3MHBB2", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)", "asin": "B0C3Y8ZVKS", "price": "$36.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket", "asin": "B0D48YM6CF", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)", "asin": "B0D8PNRV48", "price": "$57.59", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)", "asin": "B0DFY4D7WK", "price": "$35.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle", "asin": "B0DHKDY3X2", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0C7CZ6SQ2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \u2013 Fits 54mm Breville machines \u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen", "asin": "B0D3CXTJ5Z", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket", "asin": "B08N4Y6LH8", "price": "$26.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B", "asin": "B0CGLMXB3C", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle", "asin": "B0D142ZW7X", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included", "asin": "B0DCVTP9D7", "price": "$42.98", "delivery": "FREE delivery Thu, Apr 3 Only 15 left in stock - order soon."},
{"title": "54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0DT49PYX7", "price": "$89.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)", "asin": "B08D89QWY5", "price": "$57.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino", "asin": "B0DPZY7623", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines", "asin": "B08HYNCM89", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)", "asin": "B09Y8R235M", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\uff08brown\uff09.", "asin": "B08RNJRDGW", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 2 Only 19 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)", "asin": "B0DSB82N6Y", "price": "$31.44", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include", "asin": "B0DGSLPJVJ", "price": "$31.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \u2013 Double Shot Basket - Black Handle", "asin": "B0C279VX4N", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Modern Handle \u2013 Includes Stainless Steel Naked Basket \u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \u2013 Green", "asin": "B0DFCL97ZP", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter \u2013 Compatible with Breville Espresso Machines \u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \u2013 Professional Barista Tool\"", "asin": "B0D8XXYQWK", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines", "asin": "B0D3C3D9D6", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)", "asin": "B08D795TQ4", "price": "$39.87", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)", "asin": "B0CH9ZWG1X", "price": "$31.67", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines", "asin": "B0DT9R7F74", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)", "asin": "B0DFV3QSLH", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter", "asin": "B0CKG39N3T", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon."},
{"title": "54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle", "asin": "B0DDYDSCZK", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle", "asin": "B0DSTZJD1D", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso", "asin": "B0D26FMM29", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)", "asin": "B0C49NXMVX", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 2 Only 7 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0CZ16PSJG", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 3"},
{"title": "54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0D3B9L5SG", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"}]
<|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": "2025-03-30T21:19:12.598Z", // 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_action>click</answer_action><answer_argument>filter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"index": 2917,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XZ2TGV\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:12.598Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XZ2TGV\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:15.279Z\", // 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
|
2025-03-30T21:19:15.279Z
|
click
|
filter
|
rule
|
2025-03-30T21:19:15.279Z
|
train
| 2,918 |
2025-03-30T21:19:15.279Z
|
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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
{"timestamp": "2025-03-30T21:17:08.518Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-30T21:18:58.300Z", "action": "click_product", "action_argument": "B0DH3MHBB2"}
{"timestamp": "2025-03-30T21:19:12.598Z", "action": "click", "action_argument": "filter"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "breville bottomless portafilter 54mm"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"promotion_items": [{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "quantity": ""},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "quantity": ""},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "quantity": ""},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "quantity": ""},
{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "quantity": ""},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "quantity": ""}],
"ads": [{"title": "LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W"},
{"title": "LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood", "asin": "B0D3M5V7TQ"},
{"title": "LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool", "asin": "B0C6NBMNDY"}],
"search_results": [{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included", "asin": "B09886G7P6", "price": "$50.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle", "asin": "B0C2NS4DZ8", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut", "asin": "B098Q9QF26", "price": "$71.20", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.", "asin": "B0CSYC95KL", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle", "asin": "B0D7VRNJ1Q", "price": "$27.98", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)", "asin": "B0DGHQ2ZS8", "price": "$28.95", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter 3 Ears ABS Handle \u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen", "asin": "B0D3CZ3XD6", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set", "asin": "B0DYJMKFWR", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)", "asin": "B0CPLG746V", "price": "$49.00", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)", "asin": "B0CG8SXQ9W", "price": "$46.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS", "asin": "B0DK11HW3X", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser", "asin": "B0DJW5LXJN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter \u2013 Compatible with Breville Espresso Machines \u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \u2013 Professional Barista Tool\"", "asin": "B0D8XZ2TGV", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter", "asin": "B0DH2DVZ86", "price": "$159.90", "delivery": ""},
{"title": "54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino", "asin": "B0DH3MHBB2", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)", "asin": "B0C3Y8ZVKS", "price": "$36.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket", "asin": "B0D48YM6CF", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)", "asin": "B0D8PNRV48", "price": "$57.59", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)", "asin": "B0DFY4D7WK", "price": "$35.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle", "asin": "B0DHKDY3X2", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0C7CZ6SQ2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \u2013 Fits 54mm Breville machines \u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen", "asin": "B0D3CXTJ5Z", "price": "$64.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket", "asin": "B08N4Y6LH8", "price": "$26.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit", "asin": "B0DNS9Q3CV", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B", "asin": "B0CGLMXB3C", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle", "asin": "B0D142ZW7X", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included", "asin": "B0DCVTP9D7", "price": "$42.98", "delivery": "FREE delivery Thu, Apr 3 Only 15 left in stock - order soon."},
{"title": "54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0DT49PYX7", "price": "$89.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)", "asin": "B08D89QWY5", "price": "$57.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino", "asin": "B0DPZY7623", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines", "asin": "B08HYNCM89", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)", "asin": "B09Y8R235M", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\uff08brown\uff09.", "asin": "B08RNJRDGW", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 2 Only 19 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)", "asin": "B0DSB82N6Y", "price": "$31.44", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include", "asin": "B0DGSLPJVJ", "price": "$31.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More", "asin": "B0D1XMG86W", "price": "$34.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \u2013 Double Shot Basket - Black Handle", "asin": "B0C279VX4N", "price": "$29.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Modern Handle \u2013 Includes Stainless Steel Naked Basket \u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \u2013 Green", "asin": "B0DFCL97ZP", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter \u2013 Compatible with Breville Espresso Machines \u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \u2013 Professional Barista Tool\"", "asin": "B0D8XXYQWK", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines", "asin": "B0D3C3D9D6", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)", "asin": "B08D795TQ4", "price": "$39.87", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)", "asin": "B0CH9ZWG1X", "price": "$31.67", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines", "asin": "B0DT9R7F74", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)", "asin": "B0DFV3QSLH", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter", "asin": "B0CKG39N3T", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon."},
{"title": "54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle", "asin": "B0DDYDSCZK", "price": "$63.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle", "asin": "B0DSTZJD1D", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso", "asin": "B0D26FMM29", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)", "asin": "B0C49NXMVX", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 2 Only 7 left in stock - order soon."},
{"title": "54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0CZ16PSJG", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 3"},
{"title": "54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines", "asin": "B0D3B9L5SG", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"}]
<|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": "2025-03-30T21:19:15.279Z", // 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_action>click</answer_action><answer_argument>filter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"index": 2918,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"promotion_items\": [{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"LILQ 54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\"},\n{\"title\": \"LILQ 54mm Double Spouts 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle | Rosewood\", \"asin\": \"B0D3M5V7TQ\"},\n{\"title\": \"LILQ 53mm Coffee Distributor Tamper |Adjustable Depth | Double Heads Portafilters Leveler | Compatible with Breville 54mm Portafilters | Coffee Espresso Distributor Tamper Tool\", \"asin\": \"B0C6NBMNDY\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, Naked Portafilter Fits Breville Sage Barista Express Machines, 18g Filter Basket Included\", \"asin\": \"B09886G7P6\", \"price\": \"$50.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Coffee Products - 54mm Bottomless Naked Portafilter - Filter Basket Included - Compatible with 54mm Breville Machines, Walnut\", \"asin\": \"B098Q9QF26\", \"price\": \"$71.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafilter with Puck Screen,Double Shot Filter Basket & Premium Walnutwood Handle, Espresso Accessories Set.\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54 mm Bottomless Portafilter with Puck Screen, 3 Ears Espresso Portafilter Compatible with Breville Barista Express Machines,Stainless Steel Portafilter and Rosewood Handle\", \"asin\": \"B0D7VRNJ1Q\", \"price\": \"$27.98\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter)\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears ABS Handle \\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket Hands-Free Dosing Funnel & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3XD6\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Stirrer Tool, Filter Basket, Rosewood Handle, 3 Ears Espresso Portafilter for Breville/Sage Espresso Machines, Stainless Steel Espresso Accessories Set\", \"asin\": \"B0DYJMKFWR\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | Stainless Steel portafilter and Mahogany Handle|Espresso Machine Accessories(Mahogany)\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Naked 3 Ears Portafilter | Compatible with 54mm Breville Machines | Stable Handle (Aluminum Flat, 54mm Breville)\", \"asin\": \"B0CG8SXQ9W\", \"price\": \"$46.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Fits Breville Barista Express, BES870XL, BES878, BES880, 3-Ears Flat Naked Espresso Portafilter with Filter Basket for 54mm Breville Machines, Astra BP7025B-OS\", \"asin\": \"B0DK11HW3X\", \"price\": \"$47.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XZ2TGV\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Breville Espresso Machine Accessories Set 54mm Walnut Bottomless Portafilter,Calibrated Tamper, Coffee Distributor, WDT Tool, Espresso Funnel and Filter\", \"asin\": \"B0DH2DVZ86\", \"price\": \"$159.90\", \"delivery\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter & Puck Screen, 3-Ear Stainless Head, Compatible with Breville Barista Pro, Bambino Plus, Barista Express Impress, Infuser, Barista Touch, Duo-Temp Pro & Bambino\", \"asin\": \"B0DH3MHBB2\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Compatible with Breville Barista Express and 54mm Breville Machines (54mm Portafilter) (54mm Portafilter + WDT Tool)\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Portafilter | 54mm Bottomless portafilter with 3 Ear | Suitable for 54mm Breville/Sage Barista Espresso Machine | with Walnut Handle and Stainless Steel Single Wall Basket\", \"asin\": \"B0D48YM6CF\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with Breville Barista Express, Pro, Touch, Bambino Plus, Infuser (880BSS, 870XL, 878BSS, 500BSS, 840XL)\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Red Rosewood Handle Set \\u2013 Fits 54mm Breville machines \\u2013 Includes 18g Filter Basket, Updated Tamper with Constant 30lb Calibrated Spring Loaded & 1.7mm Puck Screen\", \"asin\": \"B0D3CXTJ5Z\", \"price\": \"$64.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Premium 54mm Naked Bottomless Portafilter, Compatible with Breville Barista BES 870/878/880 Replacement Breville Bottomless Portafilter, Not Include Filter Basket\", \"asin\": \"B08N4Y6LH8\", \"price\": \"$26.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Breville Sage Barista Espresso Machine, Puck Screen and Distribution Tool Included, Espresso Accessories Kit\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm Espresso Portafilter Compatible with the Breville Barista Series BES840XL/BES870XL/BES878BSS/BES880BSS BP6085B\", \"asin\": \"B0CGLMXB3C\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm with Hollow-Carved for Breville Barista Series/Bambino Plus/Infuser - Walnut Handle\", \"asin\": \"B0D142ZW7X\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Fits Breville Barista Express BES870/878/880 and 54mm Breville/Sage Espresso Machines, Puck Screen and Filter Basket Included\", \"asin\": \"B0DCVTP9D7\", \"price\": \"$42.98\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Slim Naked Portafilter with 18g Precision High Extraction Basket, Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0DT49PYX7\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter, MATOW 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series and 54mm Breville Machines (Filter Basket Included)\", \"asin\": \"B08D89QWY5\", \"price\": \"$57.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen, 3 Ears Stainless Steel Head, Compatible with Breville Barista Pro, Barista Express Impress, Bambino Plus, Infuser, Barista Touch, Duo-Temp Pro, Bambino\", \"asin\": \"B0DPZY7623\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Bottomless Portafilter 54mm, Bottomless Naked Portafilter Compatible with Breville 8 Series and 54mm Breville Machines\", \"asin\": \"B08HYNCM89\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with 54mm Breville Barista Series and 54mm Sage/Breville Machines (ABS Handle)\", \"asin\": \"B09Y8R235M\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter, Compatible with Breville Barista Bes 870/878/880 Replacement Parts Bottomless Portafilter\\uff08brown\\uff09.\", \"asin\": \"B08RNJRDGW\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 19 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter with 3 Ears, Portafilter 54mm Fits for Breville Barista Series BES870/878/880 Machine,with Puck Screen & Filter Basket, Walnut Handle (54mm Fits for Breville-3 Ears)\", \"asin\": \"B0DSB82N6Y\", \"price\": \"$31.44\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Handmade 54mm Bottomless Portafilter - Filter Basket - Puck Screen 53.3mm Included |Bottomless Naked Portafilter | Filter Basket Include\", \"asin\": \"B0DGSLPJVJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines - 3-Ear Stainless Steel with Solid Wood Handle - Compatible with Barista Express (BES870), Duo-Temp Pro, Infuser & More\", \"asin\": \"B0D1XMG86W\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible - Replaces Bottomless Portafilter 54mm Breville Barista Express, Touch, Impress, Pro, Breville Bambino Plus \\u2013 Double Shot Basket - Black Handle\", \"asin\": \"B0C279VX4N\", \"price\": \"$29.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Modern Handle \\u2013 Includes Stainless Steel Naked Basket \\u2013 Fits Breville Barista Express & 54mm Breville Espresso Machines - Espresso Machine Accessories \\u2013 Green\", \"asin\": \"B0DFCL97ZP\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter \\u2013 Compatible with Breville Espresso Machines \\u2013 Espresso Portafilter 54mm with Puck Screen & Durable Resin Handle \\u2013 Professional Barista Tool\\\"\", \"asin\": \"B0D8XXYQWK\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Naked Bottomless Portafilter with 18g Basket, Bottomless Naked Portafilter with Black Anodized Aluminum Handle Fits 54mm Breville Sage Machines\", \"asin\": \"B0D3C3D9D6\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express, Pro, Touch, Bambino (Plus), BES870XL/870BSXL/878BSS/880BSS/840XL +Filter Basket +Wall Holder (1)\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | 100% Stainless Steel portafilter and Walnut wood Handle|Espresso Machine Accessories(Walnut)\", \"asin\": \"B0CH9ZWG1X\", \"price\": \"$31.67\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Brevilla 54mm Bottomless Portafilter | Bottomless Naked Portafilter | Integrated Filter Basket | Fits Breville Barista Express and 54mm Breville Machines\", \"asin\": \"B0DT9R7F74\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Flat Base Bottomless Naked Portafilter Intended for Breville Espresso Machines, Includes Filter Basket, Wood Handle, Stainless Steel (Rainbow)\", \"asin\": \"B0DFV3QSLH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville Compatible 54mm Portafilter with Unique USA Flag Engraving - Enrich Your Coffee Espresso Shot with Our Naked Lightweight Breville Bottomless Portafilter\", \"asin\": \"B0CKG39N3T\", \"price\": \"$34.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1 Only 20 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Fits 54mm Breville Sage Machines, Titanium PVD Coating Portafilter Group Head with Black Anodized Aluminum Handle\", \"asin\": \"B0DDYDSCZK\", \"price\": \"$63.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter, 54mm, with Filter Basket and Puck Screen for Breville Barista Express, 3 Ears Stainless Steel, Black Handle\", \"asin\": \"B0DSTZJD1D\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Bottomless Portafilter 54mm with Puck Screen | Bottomless Portafilter Breville Barista Series Compatible | Precision Crafted Stainless Steel & Premium all Walnut Handle | Unlock the Art of Espresso\", \"asin\": \"B0D26FMM29\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Coffee Products, 54mm Bottomless Naked Portafilter Compatible with 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 16g Capacity Filter Basket)\", \"asin\": \"B0C49NXMVX\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 7 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Portafilter For Espresso Machines Premium Maple Handle & Naked Double Shot Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0CZ16PSJG\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Flat Bottomless Portafilter with 18g Precision High Extraction Basket, Bottomless Naked Portafilter with Genuine American Walnut Handle Fits 54mm Breville Sage Barista Machines\", \"asin\": \"B0D3B9L5SG\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:15.279Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:15.279Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement\", \"asin\": \"B08HX5PST6\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Magnetic - Black)\", \"asin\": \"B0D2D63Z3H\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 10 left in stock - order soon.\"},\n{\"title\": \"54mm Magnetic Dosing Funnel for Portafilter Espresso Machine ~ High Strength 12 Magnet Design ~ Fits Most Express Coffee Machines ~ Home Barista Espresso Portafilter Adapter ~ UK Brand\", \"asin\": \"B0DB2YM8YG\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter compatible with Breville and Solis - CULIKEM Stainless Steel Head and Natural Wood Handle Portafilter Fits for 54mm Breville and Solis with 2 Cup Basket Filter\", \"asin\": \"B0B3J7MPSS\", \"price\": \"$20.19\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - Portafilter for Espresso Machine - 54mm Portafilter Basket - Bambino Portafilter -Barista Portafilter - Accessories Kit - Wood Portafilter., Small, Brown\", \"asin\": \"B0CXSDYR3N\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Bottomless Portafilter Brevile portafilter Compatible with Brevile BES870/875/878/880 Machines- Stainless Steel Basket and Solid Wood Handle\", \"asin\": \"B0CPV5BMDS\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"IMS Precision 18-22 g filter basket B62.52TH28E compatible with 54mm Breville Sage Espresso machines Express, Bambino, Bambino Plus BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878\", \"asin\": \"B0922Z67KK\", \"price\": \"$16.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter\", \"asin\": \"B082SWN84Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter with Filter Basket for Breville Barista Express 54mm Breville Machines Espresso Crema Coffee\", \"asin\": \"B0B2V3FG2H\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 4 left in stock - order soon.\"},\n{\"title\": \"54mm Dosing Funnel Espresso Puck Screen Set Grinder Trigger Portafilter Funnel and Filter Compatible with Breville 54mm Portafilters (Black)\", \"asin\": \"B0D8LHLP2Z\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter\", \"asin\": \"B082SWN84Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer\", \"asin\": \"B0DCTY2B5S\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Dosing Funnel for Breville Portafilters, Magnetic Espresso Dosing Funnel Coffee Funnel, Espresso Tools Espresso Accessories (54mm, Black)\", \"asin\": \"B0CJBXYGD7\", \"price\": \"$14.44\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"NR002 Solid Redwood Bottomless Portafilter 54mm 8 Series 870/878/880 Machine Stainless Steel Portafilter Along with Filter Basket Coffee Bottomless Handle (Filter Basket Included)\", \"asin\": \"B09VZ5TJVN\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Dosing Funnel for Breville Barista and Bambino Espresso Machines\", \"asin\": \"B0BPBD7N2L\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express Pro,Touch,Bambino Plus, Infuser and Duo-Temp Pro Espresso, 54mm Portafilter with Double Shot Filter Basket\", \"asin\": \"B0D3M1Y9W8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Sat, Apr 5 for Prime members\"},\n{\"title\": \"54mm Dosing Funnel for Breville Portafilters\", \"asin\": \"B08JPXXT9R\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"53.5mm Espresso Puck Screen, Espresso Filter for 54mm Portafilter Filter Basket, Reusable Espresso Screen with 1.7mm Thickness 150\\u03bcm 316 Stainless Steel\", \"asin\": \"B0CFB8ZK1Q\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Silver)\", \"asin\": \"B098DYK2YB\", \"price\": \"$12.12\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel and Puck Screen Set for 54mm Breville Portafilters, Magnetic Coffee Funnel, Reusable 53.3mm Espresso Puck Screen, Espresso Tools Espresso Accessories (54mm, Black)\", \"asin\": \"B0CJBMHXDM\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"IMS Big Bang Precision Filter Basket made for Breville Sage 54mm bottomless portafilters, double espresso (h23.5)\", \"asin\": \"B0CFLB75QS\", \"price\": \"$20.65\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville 3 Ears Compatible with Breville Espresso Machine, Bottomless Portafilter 54mm with Filter Stainless Basket and Solid Wood Handle, Coffee Accessories\", \"asin\": \"B0CPDGZ4NK\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"bottomless portafilter 54mm for Breville, stainless steel bottomless espresso portafilter with basket and solid wood handle compatible with Breville Bambino/Barista/Infuser\", \"asin\": \"B0C54HNTWD\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter for Breville with 54mm filter basket For 54mm sage8 series Portafilter for Breville 870/878/880 Filter Basket, Black, 9.5x3.5x2 in\", \"asin\": \"B09TKQSY8R\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 1 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Filter Basket Included 3 Ears Stainless Steel Portafilter Handle with Cleaning Brush Spoon Compatible with Breville 450 820 840 870 875 878 879 880\", \"asin\": \"B0C73YYTLR\", \"price\": \"$17.49\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Portafilter Basket, Two Cup Dual Wall Filter Basket Compatible with Breville Espresso Machines Accessories, Compatible with Breville replacement parts,18-22g Capacity(Grey Cleaning Disc)\", \"asin\": \"B0DP45HZVC\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Compatible With 54mm Machines,304 Stainless Steel Portafilter & Wood Handle\", \"asin\": \"B0C6R4JNFN\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, 54mm Bottomless Portafilter for Brevlle Espresso Machine Barista Express Touch Pro BES870BSXL BES870XL More, Thick Natural Wood Handle, One Piece SUS304\", \"asin\": \"B0BZ7GFK9B\", \"price\": \"$19.89\", \"delivery\": \"FREE delivery Sun, Apr 6 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Black)\", \"asin\": \"B098DYQKZ7\", \"price\": \"$13.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"53.3mm Puck Screen - Lower Shower Screen - Metal Contact Screen for Espresso 54mm Portafilter Filter Basket - 1.7mm Thickness 150\\u03bcm - 316 Stainless Steel\", \"asin\": \"B09DD6F7M6\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Filter Basket, 15g Double-layer Stainless Steel High Precision Extraction Portafilter Basket Filter Fits Most 54mm Portafilter/Tamper, Ridged, FB5583\", \"asin\": \"B0DSFB89PR\", \"price\": \"$13.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Coffee Permanent Filters Bottomless Portafilter Reusable Coffee Filters Compatible with Breville 870/876/878/880 (54mm)\", \"asin\": \"B0CVRPSKZ1\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 1 left in stock - order soon.\"},\n{\"title\": \"54mm Non Pressurized Filter Basket, for Breville 54mm Portafilter, Single Cup Sieve,10 Grams of Powder Capacity,Replacement 54mm Coffee Filter Basket\", \"asin\": \"B0CL4K2SQ4\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Funnel with Magnetic, Lightweight Aluminum Espresso Dosing Funnel\", \"asin\": \"B0CJJYR1BJ\", \"price\": \"$8.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Basket | 16-22g Espresso Coffee Filter 1PK Fit Breville Bambino/Barista/Infuser BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878 Espresso Machine Accessories\", \"asin\": \"B0BXL1TLKW\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 9 left in stock - order soon.\"},\n{\"title\": \"500 Pcs Coffee Paper Filter for Espresso Coffee Maker, 54 mm Unbleached Espresso Filter Puck Screen Portafilter Paper Compatible with Breville Barista, Mr. Coffee and Other Espresso Machine\", \"asin\": \"B0BHVG2P25\", \"price\": \"$8.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Non Pressurized Filter Basket, Single Cup Sieve for Breville 54mm Portafilter, 10 Grams of Powder Capacity\", \"asin\": \"B0BYRJGTX6\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Single Wall Filter Basket 54 mm, 2 cup\", \"asin\": \"B01AHWDO6M\", \"price\": \"$11.95\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool\", \"asin\": \"B0827H4PYX\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"18-22g 54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 54mm Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878\", \"asin\": \"B0CKX1X7D1\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"58mm Bottomless Portafilter 2 Ears Expresso Bottomless Naked Portafilter Compatible with Breville BES990/980/920\", \"asin\": \"B0CLDHYSHC\", \"price\": \"$13.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer\", \"asin\": \"B0DCTY2B5S\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Dosing Funnel 54mm Espresso Coffee Accessrioes for Breville Barista Portafilter Hands-Free Black\", \"asin\": \"B094Y3CTCG\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm 2 Cup Dual Wall Coffee Filter Basket - Pressurized Stainless Steel, Metal Portafilter Container - Reusable, Washable - Compatible with Breville Espresso Machines - 18/20g (Dual Wall)\", \"asin\": \"B0DM6Y3SCF\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville 54mm Portafilters, Aluminum Magnetic Coffee Dosing Portafilter Funnel Ring Compatible with Breville 54mm Portafilters,Espresso Accessories Tool(Walnut)\", \"asin\": \"B0DD775MKJ\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Dosing Funnel for Breville Barista Portafilters, Pletpet Dosing Funnel with 53.5mm Puck Screen Kit 54mm Dosing Funnel for Breville Espresso Accessories to Reduces The Mess\", \"asin\": \"B0DBSY51V5\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Dosing Funnel for Breville Barista Portafilters, Hands-Free Coffee Accessrioes Dishwasher Safe, Black\", \"asin\": \"B0C1S7TGPM\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 18-22g Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878\", \"asin\": \"B0D7HN66Y9\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"2packs Espresso Puck Screen,53.3mm Puck Screen Compatible With Breville Portafilter 54mm,Mesh Plate For Espresso Coffee Filter Basket,0.65mm Thickness,150\\u03bcm,Stainless Steel (2 Packs 53.3mm)\", \"asin\": \"B0D9H8SL53\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"WDT Tool Espresso, Espresso Distribution Tool Compatible with Breville Espresso Machine 54MM Bottomless Portafilter Baskets, Spinning Espresso Needle Stirrer, Espresso Machine Accessories\", \"asin\": \"B0D8L3Q235\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"Espresso Filter Basket 54mm Stand Holder, Walnut Filter Basket Rack Storage Organizer for Breville 54mm Portafilter Basket\", \"asin\": \"B0DTHM6CVR\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 4 left in stock - order soon.\"},\n{\"title\": \"54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement\", \"asin\": \"B08HX5PST6\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Espresso Dosing Funnel and Puck Screen Set,Hands-Free portafilter funnel with Grinder Trigger.Fits Breville 54mm Portafilters.Reusable 316 Stainless Steel Puck Screen.(Black)\", \"asin\": \"B0CPP3KCZM\", \"price\": \"$9.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Espresso Paper Filters, 300pcs Disposable Espresso Puck Paper Filters and Filter Storage Holder Compatible with Breville 54mm Portafilters Basket - Keep Shower Screen Clean\", \"asin\": \"B0BQCMDSLS\", \"price\": \"$11.83\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter,Espresso Bottomless Portafilter with 3 Ear,with Silicone Ring and Filter Basket,Anti-Slip Alloy Handle,for Breville870/875/878/880 Coffee Machine\", \"asin\": \"B0BZ8GPMKH\"},\n{\"title\": \"Coffee Products - 54mm Filter Basket - Double Shot - Stainless Steel (Double Shot)\", \"asin\": \"B08CWPTRDV\", \"price\": \"$12.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Paper Filter Compatible with Breville Barista Espresso Coffee Maker, 54 mm Espresso Filter Puck Screen Portafilter Paper (400 Pcs)\", \"asin\": \"B0B5DT9Q5R\", \"price\": \"$7.64\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:47.801Z\", // 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
|
2025-03-30T21:19:47.801Z
|
click_product
|
B0CM1TRKD4
|
rule
|
2025-03-30T21:19:47.801Z
|
train
| 2,919 |
2025-03-30T21:19:47.801Z
|
click_product
|
B0CM1TRKD4
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
{"timestamp": "2025-03-30T21:17:08.518Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-30T21:18:58.300Z", "action": "click_product", "action_argument": "B0DH3MHBB2"}
{"timestamp": "2025-03-30T21:19:12.598Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-03-30T21:19:15.279Z", "action": "click", "action_argument": "filter"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "breville bottomless portafilter 54mm"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"search_results": [{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement", "asin": "B08HX5PST6", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Dosing Funnel for Breville Barista Portafilters (Magnetic - Black)", "asin": "B0D2D63Z3H", "price": "$9.99", "delivery": "FREE delivery Wed, Apr 2 Only 10 left in stock - order soon."},
{"title": "54mm Magnetic Dosing Funnel for Portafilter Espresso Machine ~ High Strength 12 Magnet Design ~ Fits Most Express Coffee Machines ~ Home Barista Espresso Portafilter Adapter ~ UK Brand", "asin": "B0DB2YM8YG", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter compatible with Breville and Solis - CULIKEM Stainless Steel Head and Natural Wood Handle Portafilter Fits for 54mm Breville and Solis with 2 Cup Basket Filter", "asin": "B0B3J7MPSS", "price": "$20.19", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter - Portafilter for Espresso Machine - 54mm Portafilter Basket - Bambino Portafilter -Barista Portafilter - Accessories Kit - Wood Portafilter., Small, Brown", "asin": "B0CXSDYR3N", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Bottomless Portafilter Brevile portafilter Compatible with Brevile BES870/875/878/880 Machines- Stainless Steel Basket and Solid Wood Handle", "asin": "B0CPV5BMDS", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "IMS Precision 18-22 g filter basket B62.52TH28E compatible with 54mm Breville Sage Espresso machines Express, Bambino, Bambino Plus BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878", "asin": "B0922Z67KK", "price": "$16.47", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter", "asin": "B082SWN84Q", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Naked Portafilter with Filter Basket for Breville Barista Express 54mm Breville Machines Espresso Crema Coffee", "asin": "B0B2V3FG2H", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 4 left in stock - order soon."},
{"title": "54mm Dosing Funnel Espresso Puck Screen Set Grinder Trigger Portafilter Funnel and Filter Compatible with Breville 54mm Portafilters (Black)", "asin": "B0D8LHLP2Z", "price": "$17.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter", "asin": "B082SWN84Q", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer", "asin": "B0DCTY2B5S", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Dosing Funnel for Breville Portafilters, Magnetic Espresso Dosing Funnel Coffee Funnel, Espresso Tools Espresso Accessories (54mm, Black)", "asin": "B0CJBXYGD7", "price": "$14.44", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "NR002 Solid Redwood Bottomless Portafilter 54mm 8 Series 870/878/880 Machine Stainless Steel Portafilter Along with Filter Basket Coffee Bottomless Handle (Filter Basket Included)", "asin": "B09VZ5TJVN", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 12 left in stock - order soon."},
{"title": "54mm Dosing Funnel for Breville Barista and Bambino Espresso Machines", "asin": "B0BPBD7N2L", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express Pro,Touch,Bambino Plus, Infuser and Duo-Temp Pro Espresso, 54mm Portafilter with Double Shot Filter Basket", "asin": "B0D3M1Y9W8", "price": "$19.99", "delivery": "FREE delivery Sat, Apr 5 for Prime members"},
{"title": "54mm Dosing Funnel for Breville Portafilters", "asin": "B08JPXXT9R", "price": "$9.98", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "53.5mm Espresso Puck Screen, Espresso Filter for 54mm Portafilter Filter Basket, Reusable Espresso Screen with 1.7mm Thickness 150\u03bcm 316 Stainless Steel", "asin": "B0CFB8ZK1Q", "price": "$5.92", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Silver)", "asin": "B098DYK2YB", "price": "$12.12", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Dosing Funnel and Puck Screen Set for 54mm Breville Portafilters, Magnetic Coffee Funnel, Reusable 53.3mm Espresso Puck Screen, Espresso Tools Espresso Accessories (54mm, Black)", "asin": "B0CJBMHXDM", "price": "$16.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "IMS Big Bang Precision Filter Basket made for Breville Sage 54mm bottomless portafilters, double espresso (h23.5)", "asin": "B0CFLB75QS", "price": "$20.65", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter Breville 3 Ears Compatible with Breville Espresso Machine, Bottomless Portafilter 54mm with Filter Stainless Basket and Solid Wood Handle, Coffee Accessories", "asin": "B0CPDGZ4NK", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "bottomless portafilter 54mm for Breville, stainless steel bottomless espresso portafilter with basket and solid wood handle compatible with Breville Bambino/Barista/Infuser", "asin": "B0C54HNTWD", "price": "$20.00", "delivery": "FREE delivery Thu, Apr 3 Only 15 left in stock - order soon."},
{"title": "54mm Coffee Bottomless Portafilter for Breville with 54mm filter basket For 54mm sage8 series Portafilter for Breville 870/878/880 Filter Basket, Black, 9.5x3.5x2 in", "asin": "B09TKQSY8R", "price": "$17.99", "delivery": "FREE delivery Wed, Apr 2 Only 1 left in stock - order soon."},
{"title": "54mm Bottomless Naked Portafilter Filter Basket Included 3 Ears Stainless Steel Portafilter Handle with Cleaning Brush Spoon Compatible with Breville 450 820 840 870 875 878 879 880", "asin": "B0C73YYTLR", "price": "$17.49", "delivery": "FREE delivery Thu, Apr 3"},
{"title": "54mm Portafilter Basket, Two Cup Dual Wall Filter Basket Compatible with Breville Espresso Machines Accessories, Compatible with Breville replacement parts,18-22g Capacity(Grey Cleaning Disc)", "asin": "B0DP45HZVC", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Bottomless Portafilter, Bottomless Naked Portafilter Compatible With 54mm Machines,304 Stainless Steel Portafilter & Wood Handle", "asin": "B0C6R4JNFN", "price": "$9.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Bottomless Portafilter, 54mm Bottomless Portafilter for Brevlle Espresso Machine Barista Express Touch Pro BES870BSXL BES870XL More, Thick Natural Wood Handle, One Piece SUS304", "asin": "B0BZ7GFK9B", "price": "$19.89", "delivery": "FREE delivery Sun, Apr 6 for Prime members Only 2 left in stock - order soon."},
{"title": "54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Black)", "asin": "B098DYQKZ7", "price": "$13.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "53.3mm Puck Screen - Lower Shower Screen - Metal Contact Screen for Espresso 54mm Portafilter Filter Basket - 1.7mm Thickness 150\u03bcm - 316 Stainless Steel", "asin": "B09DD6F7M6", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Filter Basket, 15g Double-layer Stainless Steel High Precision Extraction Portafilter Basket Filter Fits Most 54mm Portafilter/Tamper, Ridged, FB5583", "asin": "B0DSFB89PR", "price": "$13.59", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Coffee Permanent Filters Bottomless Portafilter Reusable Coffee Filters Compatible with Breville 870/876/878/880 (54mm)", "asin": "B0CVRPSKZ1", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 3 Only 1 left in stock - order soon."},
{"title": "54mm Non Pressurized Filter Basket, for Breville 54mm Portafilter, Single Cup Sieve,10 Grams of Powder Capacity,Replacement 54mm Coffee Filter Basket", "asin": "B0CL4K2SQ4", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Portafilter Funnel with Magnetic, Lightweight Aluminum Espresso Dosing Funnel", "asin": "B0CJJYR1BJ", "price": "$8.47", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Portafilter Basket | 16-22g Espresso Coffee Filter 1PK Fit Breville Bambino/Barista/Infuser BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878 Espresso Machine Accessories", "asin": "B0BXL1TLKW", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 2 Only 9 left in stock - order soon."},
{"title": "500 Pcs Coffee Paper Filter for Espresso Coffee Maker, 54 mm Unbleached Espresso Filter Puck Screen Portafilter Paper Compatible with Breville Barista, Mr. Coffee and Other Espresso Machine", "asin": "B0BHVG2P25", "price": "$8.50", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Non Pressurized Filter Basket, Single Cup Sieve for Breville 54mm Portafilter, 10 Grams of Powder Capacity", "asin": "B0BYRJGTX6", "price": "$9.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "Single Wall Filter Basket 54 mm, 2 cup", "asin": "B01AHWDO6M", "price": "$11.95", "delivery": "FREE delivery Apr 4 - 8"},
{"title": "53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool", "asin": "B0827H4PYX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "18-22g 54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 54mm Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878", "asin": "B0CKX1X7D1", "price": "$9.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "58mm Bottomless Portafilter 2 Ears Expresso Bottomless Naked Portafilter Compatible with Breville BES990/980/920", "asin": "B0CLDHYSHC", "price": "$13.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer", "asin": "B0DCTY2B5S", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Dosing Funnel 54mm Espresso Coffee Accessrioes for Breville Barista Portafilter Hands-Free Black", "asin": "B094Y3CTCG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm 2 Cup Dual Wall Coffee Filter Basket - Pressurized Stainless Steel, Metal Portafilter Container - Reusable, Washable - Compatible with Breville Espresso Machines - 18/20g (Dual Wall)", "asin": "B0DM6Y3SCF", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Espresso Dosing Funnel for Breville 54mm Portafilters, Aluminum Magnetic Coffee Dosing Portafilter Funnel Ring Compatible with Breville 54mm Portafilters,Espresso Accessories Tool(Walnut)", "asin": "B0DD775MKJ", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54 mm Dosing Funnel for Breville Barista Portafilters, Pletpet Dosing Funnel with 53.5mm Puck Screen Kit 54mm Dosing Funnel for Breville Espresso Accessories to Reduces The Mess", "asin": "B0DBSY51V5", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Dosing Funnel for Breville Barista Portafilters, Hands-Free Coffee Accessrioes Dishwasher Safe, Black", "asin": "B0C1S7TGPM", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 18-22g Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878", "asin": "B0D7HN66Y9", "price": "$5.99", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "2packs Espresso Puck Screen,53.3mm Puck Screen Compatible With Breville Portafilter 54mm,Mesh Plate For Espresso Coffee Filter Basket,0.65mm Thickness,150\u03bcm,Stainless Steel (2 Packs 53.3mm)", "asin": "B0D9H8SL53", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon."},
{"title": "WDT Tool Espresso, Espresso Distribution Tool Compatible with Breville Espresso Machine 54MM Bottomless Portafilter Baskets, Spinning Espresso Needle Stirrer, Espresso Machine Accessories", "asin": "B0D8L3Q235", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 3"},
{"title": "Espresso Filter Basket 54mm Stand Holder, Walnut Filter Basket Rack Storage Organizer for Breville 54mm Portafilter Basket", "asin": "B0DTHM6CVR", "price": "$15.99", "delivery": "FREE delivery Wed, Apr 2 Only 4 left in stock - order soon."},
{"title": "54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement", "asin": "B08HX5PST6", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 2"},
{"title": "54mm Espresso Dosing Funnel and Puck Screen Set,Hands-Free portafilter funnel with Grinder Trigger.Fits Breville 54mm Portafilters.Reusable 316 Stainless Steel Puck Screen.(Black)", "asin": "B0CPP3KCZM", "price": "$9.49", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Espresso Paper Filters, 300pcs Disposable Espresso Puck Paper Filters and Filter Storage Holder Compatible with Breville 54mm Portafilters Basket - Keep Shower Screen Clean", "asin": "B0BQCMDSLS", "price": "$11.83", "delivery": " Two-Day FREE delivery Tue, Apr 1"},
{"title": "54mm Bottomless Portafilter,Espresso Bottomless Portafilter with 3 Ear,with Silicone Ring and Filter Basket,Anti-Slip Alloy Handle,for Breville870/875/878/880 Coffee Machine", "asin": "B0BZ8GPMKH"},
{"title": "Coffee Products - 54mm Filter Basket - Double Shot - Stainless Steel (Double Shot)", "asin": "B08CWPTRDV", "price": "$12.70", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"},
{"title": "Espresso Paper Filter Compatible with Breville Barista Espresso Coffee Maker, 54 mm Espresso Filter Puck Screen Portafilter Paper (400 Pcs)", "asin": "B0B5DT9Q5R", "price": "$7.64", "delivery": " One-Day FREE delivery Tomorrow, Mar 31"}]
<|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": "2025-03-30T21:19:47.801Z", // 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_action>click_product</answer_action><answer_argument>B0CM1TRKD4</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0CM1TRKD4</answer_argument>",
"index": 2919,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:15.279Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"search_results\": [{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement\", \"asin\": \"B08HX5PST6\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Magnetic - Black)\", \"asin\": \"B0D2D63Z3H\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 10 left in stock - order soon.\"},\n{\"title\": \"54mm Magnetic Dosing Funnel for Portafilter Espresso Machine ~ High Strength 12 Magnet Design ~ Fits Most Express Coffee Machines ~ Home Barista Espresso Portafilter Adapter ~ UK Brand\", \"asin\": \"B0DB2YM8YG\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter compatible with Breville and Solis - CULIKEM Stainless Steel Head and Natural Wood Handle Portafilter Fits for 54mm Breville and Solis with 2 Cup Basket Filter\", \"asin\": \"B0B3J7MPSS\", \"price\": \"$20.19\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter - Portafilter for Espresso Machine - 54mm Portafilter Basket - Bambino Portafilter -Barista Portafilter - Accessories Kit - Wood Portafilter., Small, Brown\", \"asin\": \"B0CXSDYR3N\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Bottomless Portafilter Brevile portafilter Compatible with Brevile BES870/875/878/880 Machines- Stainless Steel Basket and Solid Wood Handle\", \"asin\": \"B0CPV5BMDS\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"IMS Precision 18-22 g filter basket B62.52TH28E compatible with 54mm Breville Sage Espresso machines Express, Bambino, Bambino Plus BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878\", \"asin\": \"B0922Z67KK\", \"price\": \"$16.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter\", \"asin\": \"B082SWN84Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Naked Portafilter with Filter Basket for Breville Barista Express 54mm Breville Machines Espresso Crema Coffee\", \"asin\": \"B0B2V3FG2H\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 4 left in stock - order soon.\"},\n{\"title\": \"54mm Dosing Funnel Espresso Puck Screen Set Grinder Trigger Portafilter Funnel and Filter Compatible with Breville 54mm Portafilters (Black)\", \"asin\": \"B0D8LHLP2Z\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Espresso Dosing Funnel, MATOW Stainless Steel Coffee Dosing Ring Compatible with Breville 54mm Portafilter\", \"asin\": \"B082SWN84Q\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer\", \"asin\": \"B0DCTY2B5S\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Dosing Funnel for Breville Portafilters, Magnetic Espresso Dosing Funnel Coffee Funnel, Espresso Tools Espresso Accessories (54mm, Black)\", \"asin\": \"B0CJBXYGD7\", \"price\": \"$14.44\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"NR002 Solid Redwood Bottomless Portafilter 54mm 8 Series 870/878/880 Machine Stainless Steel Portafilter Along with Filter Basket Coffee Bottomless Handle (Filter Basket Included)\", \"asin\": \"B09VZ5TJVN\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 12 left in stock - order soon.\"},\n{\"title\": \"54mm Dosing Funnel for Breville Barista and Bambino Espresso Machines\", \"asin\": \"B0BPBD7N2L\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express Pro,Touch,Bambino Plus, Infuser and Duo-Temp Pro Espresso, 54mm Portafilter with Double Shot Filter Basket\", \"asin\": \"B0D3M1Y9W8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Sat, Apr 5 for Prime members\"},\n{\"title\": \"54mm Dosing Funnel for Breville Portafilters\", \"asin\": \"B08JPXXT9R\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"53.5mm Espresso Puck Screen, Espresso Filter for 54mm Portafilter Filter Basket, Reusable Espresso Screen with 1.7mm Thickness 150\\u03bcm 316 Stainless Steel\", \"asin\": \"B0CFB8ZK1Q\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Silver)\", \"asin\": \"B098DYK2YB\", \"price\": \"$12.12\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel and Puck Screen Set for 54mm Breville Portafilters, Magnetic Coffee Funnel, Reusable 53.3mm Espresso Puck Screen, Espresso Tools Espresso Accessories (54mm, Black)\", \"asin\": \"B0CJBMHXDM\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"IMS Big Bang Precision Filter Basket made for Breville Sage 54mm bottomless portafilters, double espresso (h23.5)\", \"asin\": \"B0CFLB75QS\", \"price\": \"$20.65\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter Breville 3 Ears Compatible with Breville Espresso Machine, Bottomless Portafilter 54mm with Filter Stainless Basket and Solid Wood Handle, Coffee Accessories\", \"asin\": \"B0CPDGZ4NK\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"bottomless portafilter 54mm for Breville, stainless steel bottomless espresso portafilter with basket and solid wood handle compatible with Breville Bambino/Barista/Infuser\", \"asin\": \"B0C54HNTWD\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 15 left in stock - order soon.\"},\n{\"title\": \"54mm Coffee Bottomless Portafilter for Breville with 54mm filter basket For 54mm sage8 series Portafilter for Breville 870/878/880 Filter Basket, Black, 9.5x3.5x2 in\", \"asin\": \"B09TKQSY8R\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 1 left in stock - order soon.\"},\n{\"title\": \"54mm Bottomless Naked Portafilter Filter Basket Included 3 Ears Stainless Steel Portafilter Handle with Cleaning Brush Spoon Compatible with Breville 450 820 840 870 875 878 879 880\", \"asin\": \"B0C73YYTLR\", \"price\": \"$17.49\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"54mm Portafilter Basket, Two Cup Dual Wall Filter Basket Compatible with Breville Espresso Machines Accessories, Compatible with Breville replacement parts,18-22g Capacity(Grey Cleaning Disc)\", \"asin\": \"B0DP45HZVC\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Bottomless Portafilter, Bottomless Naked Portafilter Compatible With 54mm Machines,304 Stainless Steel Portafilter & Wood Handle\", \"asin\": \"B0C6R4JNFN\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Bottomless Portafilter, 54mm Bottomless Portafilter for Brevlle Espresso Machine Barista Express Touch Pro BES870BSXL BES870XL More, Thick Natural Wood Handle, One Piece SUS304\", \"asin\": \"B0BZ7GFK9B\", \"price\": \"$19.89\", \"delivery\": \"FREE delivery Sun, Apr 6 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville Barista Portafilters (Aluminum Alloy-Black)\", \"asin\": \"B098DYQKZ7\", \"price\": \"$13.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"53.3mm Puck Screen - Lower Shower Screen - Metal Contact Screen for Espresso 54mm Portafilter Filter Basket - 1.7mm Thickness 150\\u03bcm - 316 Stainless Steel\", \"asin\": \"B09DD6F7M6\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Filter Basket, 15g Double-layer Stainless Steel High Precision Extraction Portafilter Basket Filter Fits Most 54mm Portafilter/Tamper, Ridged, FB5583\", \"asin\": \"B0DSFB89PR\", \"price\": \"$13.59\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Coffee Permanent Filters Bottomless Portafilter Reusable Coffee Filters Compatible with Breville 870/876/878/880 (54mm)\", \"asin\": \"B0CVRPSKZ1\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 3 Only 1 left in stock - order soon.\"},\n{\"title\": \"54mm Non Pressurized Filter Basket, for Breville 54mm Portafilter, Single Cup Sieve,10 Grams of Powder Capacity,Replacement 54mm Coffee Filter Basket\", \"asin\": \"B0CL4K2SQ4\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Funnel with Magnetic, Lightweight Aluminum Espresso Dosing Funnel\", \"asin\": \"B0CJJYR1BJ\", \"price\": \"$8.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Basket | 16-22g Espresso Coffee Filter 1PK Fit Breville Bambino/Barista/Infuser BES450, BES500, BES880, BES810BSS, BES860XL, BES870XL, BES878 Espresso Machine Accessories\", \"asin\": \"B0BXL1TLKW\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 9 left in stock - order soon.\"},\n{\"title\": \"500 Pcs Coffee Paper Filter for Espresso Coffee Maker, 54 mm Unbleached Espresso Filter Puck Screen Portafilter Paper Compatible with Breville Barista, Mr. Coffee and Other Espresso Machine\", \"asin\": \"B0BHVG2P25\", \"price\": \"$8.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Non Pressurized Filter Basket, Single Cup Sieve for Breville 54mm Portafilter, 10 Grams of Powder Capacity\", \"asin\": \"B0BYRJGTX6\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"Single Wall Filter Basket 54 mm, 2 cup\", \"asin\": \"B01AHWDO6M\", \"price\": \"$11.95\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool\", \"asin\": \"B0827H4PYX\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"18-22g 54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 54mm Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878\", \"asin\": \"B0CKX1X7D1\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"58mm Bottomless Portafilter 2 Ears Expresso Bottomless Naked Portafilter Compatible with Breville BES990/980/920\", \"asin\": \"B0CLDHYSHC\", \"price\": \"$13.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Portafilter Holder For 54mm Espresso Portafilter 3 Ear,Portafilter Stand Compatible with Breville Espresso Machine,Espresso Accessories For Coffee Lover and Coffee Bar,Espresso Station Organizer\", \"asin\": \"B0DCTY2B5S\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Dosing Funnel 54mm Espresso Coffee Accessrioes for Breville Barista Portafilter Hands-Free Black\", \"asin\": \"B094Y3CTCG\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm 2 Cup Dual Wall Coffee Filter Basket - Pressurized Stainless Steel, Metal Portafilter Container - Reusable, Washable - Compatible with Breville Espresso Machines - 18/20g (Dual Wall)\", \"asin\": \"B0DM6Y3SCF\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Espresso Dosing Funnel for Breville 54mm Portafilters, Aluminum Magnetic Coffee Dosing Portafilter Funnel Ring Compatible with Breville 54mm Portafilters,Espresso Accessories Tool(Walnut)\", \"asin\": \"B0DD775MKJ\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54 mm Dosing Funnel for Breville Barista Portafilters, Pletpet Dosing Funnel with 53.5mm Puck Screen Kit 54mm Dosing Funnel for Breville Espresso Accessories to Reduces The Mess\", \"asin\": \"B0DBSY51V5\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Dosing Funnel for Breville Barista Portafilters, Hands-Free Coffee Accessrioes Dishwasher Safe, Black\", \"asin\": \"B0C1S7TGPM\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"54mm Portafilter Filter Basket for Breville Espresso Machines, Fits 18-22g Breville Sage Espresso machines Express,Bambino,Bambino Plus BES450,BES880,BES810BSS,BES860XL,BES870XL,BES878\", \"asin\": \"B0D7HN66Y9\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"2packs Espresso Puck Screen,53.3mm Puck Screen Compatible With Breville Portafilter 54mm,Mesh Plate For Espresso Coffee Filter Basket,0.65mm Thickness,150\\u03bcm,Stainless Steel (2 Packs 53.3mm)\", \"asin\": \"B0D9H8SL53\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31 Only 15 left in stock - order soon.\"},\n{\"title\": \"WDT Tool Espresso, Espresso Distribution Tool Compatible with Breville Espresso Machine 54MM Bottomless Portafilter Baskets, Spinning Espresso Needle Stirrer, Espresso Machine Accessories\", \"asin\": \"B0D8L3Q235\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"Espresso Filter Basket 54mm Stand Holder, Walnut Filter Basket Rack Storage Organizer for Breville 54mm Portafilter Basket\", \"asin\": \"B0DTHM6CVR\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 4 left in stock - order soon.\"},\n{\"title\": \"54mm Filter Basket Stainless Steel Portafilter Basket Espresso Handle Basket Compatible with Breville Portafilter BES870XL,BES860XL,BES840XL,Double Cup Coffee Filter Basket Replacement\", \"asin\": \"B08HX5PST6\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 2\"},\n{\"title\": \"54mm Espresso Dosing Funnel and Puck Screen Set,Hands-Free portafilter funnel with Grinder Trigger.Fits Breville 54mm Portafilters.Reusable 316 Stainless Steel Puck Screen.(Black)\", \"asin\": \"B0CPP3KCZM\", \"price\": \"$9.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Espresso Paper Filters, 300pcs Disposable Espresso Puck Paper Filters and Filter Storage Holder Compatible with Breville 54mm Portafilters Basket - Keep Shower Screen Clean\", \"asin\": \"B0BQCMDSLS\", \"price\": \"$11.83\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 1\"},\n{\"title\": \"54mm Bottomless Portafilter,Espresso Bottomless Portafilter with 3 Ear,with Silicone Ring and Filter Basket,Anti-Slip Alloy Handle,for Breville870/875/878/880 Coffee Machine\", \"asin\": \"B0BZ8GPMKH\"},\n{\"title\": \"Coffee Products - 54mm Filter Basket - Double Shot - Stainless Steel (Double Shot)\", \"asin\": \"B08CWPTRDV\", \"price\": \"$12.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"},\n{\"title\": \"Espresso Paper Filter Compatible with Breville Barista Espresso Coffee Maker, 54 mm Espresso Filter Puck Screen Portafilter Paper (400 Pcs)\", \"asin\": \"B0B5DT9Q5R\", \"price\": \"$7.64\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 31\"}]\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\": \"2025-03-30T21:19:47.801Z\", // 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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:15.279Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:47.801Z\", \"action\": \"click_product\", \"action_argument\": \"B0CM1TRKD4\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"product_details\": [{\"asin\": \"B0CM1TRKD4\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\"},\n{\"price\": \"$20.99\"},\n{\"bullet_list\": \"\\ud83c\\udf1f Extensive Compatibility: Our 54mm bottomless portafilter is designed with precision to perfectly fit and provide a hassle-free coffee experience with various Breville models, including the Barista Express (BES870XL), Barista Pro (BES878), Barista Touch (BES880), Duo Temp Pro (BES810BSS), and The Infuser (BES840XL), as well as Solis Barista Machines, ensuring compatibility and ease of use. \\ud83d\\udc8e Premium Build Quality: Our 54mm bottomless portafilter features a luxurious solid wood handle and high-quality 304 stainless steel, offering elegance and durability essential for a superior espresso preparation experience. \\u2615 Superior Espresso Making Experience: Unlock the full flavor profile of your espresso with our 54mm bottomless portafilter. It is designed to deliver a harmoniously balanced shot, complete with the perfect crema, at a professional barista level. \\ud83c\\udf81 All-Inclusive Barista Toolkit: This toolkit enhances your coffee craft with a reusable espresso disc screen, designed for even distribution and clean extraction, complementing your Breville portafilter for an elevated at-home barista experience. \\ud83d\\ude80 Effortless Maintenance: The user-friendly design of our Breville-compatible bottomless portafilter ensures easy cleaning and maintenance, maintaining optimum performance for your home coffee preparation. \\ud83c\\udfc6 Unwavering Commitment to Customer Satisfaction: VUZLYN is committed to transforming your coffee routine with a fully compatible 54mm portafilter and toolkit designed to satisfy even the most demanding espresso enthusiast.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"54mm-3 Ears-fits Breville Express-Pro\"}],\n\"promotion_items\": [{\"title\": \"58mm Bottomless Portafilter 2 Ears Compatible with Breville BES990BSS, BES980XL and...\", \"asin\": \"B0DPSM617Z\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Black Rosewood Handle Set\\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket, Tamper & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3SQ5\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Machines \\u2013 Espresso Portafilter 54mm with ...\", \"asin\": \"B0D9VRG48Q\", \"price\": \"$38.49\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Brev...\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Brevill...\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | St...\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Co...\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"quantity\": \"\"},\n{\"title\": \"IKAPE 54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafi...\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express...\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"VUZLYN\\u00a054mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\"},\n{\"title\": \"Teyearlife\\u00a054mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\"},\n{\"title\": \"LYSKINI\\u00a054mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\"},\n{\"title\": \"KNODOS\\u00a054mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\"},\n{\"title\": \"CAPFEI\\u00a0Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\"},\n{\"title\": \"IKAPE\\u00a054mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\"}]\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\": \"2025-03-30T21:19:55.750Z\", // 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
|
2025-03-30T21:19:55.750Z
|
purchase
|
B0CM1TRKD4
|
rule
|
2025-03-30T21:19:55.750Z
|
train
| 2,920 |
2025-03-30T21:19:55.750Z
|
purchase
|
B0CM1TRKD4
|
<|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": "2025-03-27T18:44:46.650Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-27T18:44:52.754Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T18:44:53.788Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:32:28.166Z", "action": "input", "action_argument": "tn229 toner "}
{"timestamp": "2025-03-30T19:32:33.367Z", "action": "input", "action_argument": "tn229 toner L3780CDW"}
{"timestamp": "2025-03-30T19:32:34.494Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-30T19:33:19.700Z", "action": "click_product", "action_argument": "B0DL58WGGP"}
{"timestamp": "2025-03-30T19:34:58.806Z", "action": "click_product", "action_argument": "B0DG2Z4CGK"}
{"timestamp": "2025-03-30T19:35:15.363Z", "action": "click_product", "action_argument": "B0DNS11J2F"}
{"timestamp": "2025-03-30T19:35:21.379Z", "action": "purchase", "action_argument": "B0DNS11J2F"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-30T21:17:08.450Z", "action": "input", "action_argument": "breville bottomless portafilter"}
{"timestamp": "2025-03-30T21:17:08.518Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-03-30T21:18:58.300Z", "action": "click_product", "action_argument": "B0DH3MHBB2"}
{"timestamp": "2025-03-30T21:19:12.598Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-03-30T21:19:15.279Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-03-30T21:19:47.801Z", "action": "click_product", "action_argument": "B0CM1TRKD4"}
<|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": "breville bottomless portafilter 54mm"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$12.95", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.74", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$97.97", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.49"}],
"product_details": [{"asin": "B0CM1TRKD4"},
{"title": "54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen"},
{"price": "$20.99"},
{"bullet_list": "\ud83c\udf1f Extensive Compatibility: Our 54mm bottomless portafilter is designed with precision to perfectly fit and provide a hassle-free coffee experience with various Breville models, including the Barista Express (BES870XL), Barista Pro (BES878), Barista Touch (BES880), Duo Temp Pro (BES810BSS), and The Infuser (BES840XL), as well as Solis Barista Machines, ensuring compatibility and ease of use. \ud83d\udc8e Premium Build Quality: Our 54mm bottomless portafilter features a luxurious solid wood handle and high-quality 304 stainless steel, offering elegance and durability essential for a superior espresso preparation experience. \u2615 Superior Espresso Making Experience: Unlock the full flavor profile of your espresso with our 54mm bottomless portafilter. It is designed to deliver a harmoniously balanced shot, complete with the perfect crema, at a professional barista level. \ud83c\udf81 All-Inclusive Barista Toolkit: This toolkit enhances your coffee craft with a reusable espresso disc screen, designed for even distribution and clean extraction, complementing your Breville portafilter for an elevated at-home barista experience. \ud83d\ude80 Effortless Maintenance: The user-friendly design of our Breville-compatible bottomless portafilter ensures easy cleaning and maintenance, maintaining optimum performance for your home coffee preparation. \ud83c\udfc6 Unwavering Commitment to Customer Satisfaction: VUZLYN is committed to transforming your coffee routine with a fully compatible 54mm portafilter and toolkit designed to satisfy even the most demanding espresso enthusiast."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Size": "54mm-3 Ears-fits Breville Express-Pro"}],
"promotion_items": [{"title": "58mm Bottomless Portafilter 2 Ears Compatible with Breville BES990BSS, BES980XL and...", "asin": "B0DPSM617Z", "price": "$55.99", "quantity": ""},
{"title": "54mm Bottomless Portafilter 3 Ears Black Rosewood Handle Set\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \u2013 Includes 18g Filter Basket, Tamper & 1.7mm Puck Screen", "asin": "B0D3CZ3SQ5", "price": "$54.99", "quantity": ""},
{"title": "54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...", "asin": "B0DFY4D7WK", "price": "$35.69", "quantity": ""},
{"title": "54mm Bottomless Portafilter for Breville Machines \u2013 Espresso Portafilter 54mm with ...", "asin": "B0D9VRG48Q", "price": "$38.49", "quantity": ""},
{"title": "54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Brev...", "asin": "B0DNS9Q3CV", "price": "$39.99", "quantity": ""},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "quantity": ""},
{"title": "Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Brevill...", "asin": "B0DGHQ2ZS8", "price": "$28.95", "quantity": ""},
{"title": "54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | St...", "asin": "B0CPLG746V", "price": "$49.00", "quantity": ""},
{"title": "Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Co...", "asin": "B0C3Y8ZVKS", "price": "$36.95", "quantity": ""},
{"title": "IKAPE 54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)", "asin": "B0D8PNRV48", "price": "$57.59", "quantity": ""},
{"title": "54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafi...", "asin": "B0CSYC95KL", "price": "$33.99", "quantity": ""},
{"title": "54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)", "asin": "B08N9PQSBM", "price": "$29.95", "quantity": ""},
{"title": "54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...", "asin": "B0DFY4D7WK", "price": "$35.69", "quantity": ""},
{"title": "54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express...", "asin": "B08D795TQ4", "price": "$39.87", "quantity": ""}],
"comparison_items": [{"title": "VUZLYN\u00a054mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen", "asin": "B0CM1TRKD4", "price": "$20.99"},
{"title": "Teyearlife\u00a054mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle", "asin": "B0C2NS4DZ8", "price": "$33.99"},
{"title": "LYSKINI\u00a054mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser", "asin": "B0DJW5LXJN", "price": "$39.99"},
{"title": "KNODOS\u00a054mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro", "asin": "B0C7CZ6SQ2", "price": "$49.99"},
{"title": "CAPFEI\u00a0Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle", "asin": "B0DHKDY3X2", "price": "$29.99"},
{"title": "IKAPE\u00a054mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)", "asin": "B0D8PNRV48", "price": "$57.59"}]
<|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": "2025-03-30T21:19:55.750Z", // 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_action>purchase</answer_action><answer_argument>B0CM1TRKD4</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B0CM1TRKD4</answer_argument>",
"index": 2920,
"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\": \"2025-03-27T18:44:46.650Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-27T18:44:52.754Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:53.788Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:32:28.166Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner \"}\n{\"timestamp\": \"2025-03-30T19:32:33.367Z\", \"action\": \"input\", \"action_argument\": \"tn229 toner L3780CDW\"}\n{\"timestamp\": \"2025-03-30T19:32:34.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-30T19:33:19.700Z\", \"action\": \"click_product\", \"action_argument\": \"B0DL58WGGP\"}\n{\"timestamp\": \"2025-03-30T19:34:58.806Z\", \"action\": \"click_product\", \"action_argument\": \"B0DG2Z4CGK\"}\n{\"timestamp\": \"2025-03-30T19:35:15.363Z\", \"action\": \"click_product\", \"action_argument\": \"B0DNS11J2F\"}\n{\"timestamp\": \"2025-03-30T19:35:21.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0DNS11J2F\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-30T21:17:08.450Z\", \"action\": \"input\", \"action_argument\": \"breville bottomless portafilter\"}\n{\"timestamp\": \"2025-03-30T21:17:08.518Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-30T21:18:58.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0DH3MHBB2\"}\n{\"timestamp\": \"2025-03-30T21:19:12.598Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:15.279Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-03-30T21:19:47.801Z\", \"action\": \"click_product\", \"action_argument\": \"B0CM1TRKD4\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"breville bottomless portafilter 54mm\"}],\n\"cart_items\": [{\"title\": \"Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels\", \"asin\": \"B07GH9K5XM\", \"price\": \"$12.95\", \"quantity\": \"2\"},\n{\"title\": \"Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count\", \"asin\": \"B08MBFPFCQ\", \"price\": \"$5.74\", \"quantity\": \"1\"},\n{\"title\": \"TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield\", \"asin\": \"B0DL58WGGP\", \"price\": \"$97.97\", \"quantity\": \"1\"},\n{\"title\": \"Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)\", \"asin\": \"B0788BZXR4\", \"price\": \"$24.49\"}],\n\"product_details\": [{\"asin\": \"B0CM1TRKD4\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\"},\n{\"price\": \"$20.99\"},\n{\"bullet_list\": \"\\ud83c\\udf1f Extensive Compatibility: Our 54mm bottomless portafilter is designed with precision to perfectly fit and provide a hassle-free coffee experience with various Breville models, including the Barista Express (BES870XL), Barista Pro (BES878), Barista Touch (BES880), Duo Temp Pro (BES810BSS), and The Infuser (BES840XL), as well as Solis Barista Machines, ensuring compatibility and ease of use. \\ud83d\\udc8e Premium Build Quality: Our 54mm bottomless portafilter features a luxurious solid wood handle and high-quality 304 stainless steel, offering elegance and durability essential for a superior espresso preparation experience. \\u2615 Superior Espresso Making Experience: Unlock the full flavor profile of your espresso with our 54mm bottomless portafilter. It is designed to deliver a harmoniously balanced shot, complete with the perfect crema, at a professional barista level. \\ud83c\\udf81 All-Inclusive Barista Toolkit: This toolkit enhances your coffee craft with a reusable espresso disc screen, designed for even distribution and clean extraction, complementing your Breville portafilter for an elevated at-home barista experience. \\ud83d\\ude80 Effortless Maintenance: The user-friendly design of our Breville-compatible bottomless portafilter ensures easy cleaning and maintenance, maintaining optimum performance for your home coffee preparation. \\ud83c\\udfc6 Unwavering Commitment to Customer Satisfaction: VUZLYN is committed to transforming your coffee routine with a fully compatible 54mm portafilter and toolkit designed to satisfy even the most demanding espresso enthusiast.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"54mm-3 Ears-fits Breville Express-Pro\"}],\n\"promotion_items\": [{\"title\": \"58mm Bottomless Portafilter 2 Ears Compatible with Breville BES990BSS, BES980XL and...\", \"asin\": \"B0DPSM617Z\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter 3 Ears Black Rosewood Handle Set\\u2013 Fits Breville Barista Express, Bambino, Impress, Duo Temp Pro and Infuser \\u2013 Includes 18g Filter Basket, Tamper & 1.7mm Puck Screen\", \"asin\": \"B0D3CZ3SQ5\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Machines \\u2013 Espresso Portafilter 54mm with ...\", \"asin\": \"B0D9VRG48Q\", \"price\": \"$38.49\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter, 3 Ears Espresso Portafilter, Compatible with 54mm Brev...\", \"asin\": \"B0DNS9Q3CV\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm - Includes Filter Basket | Compatible with Brevill...\", \"asin\": \"B0DGHQ2ZS8\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter with Puck Screen | Fits for 54mm Breville Machines | St...\", \"asin\": \"B0CPLG746V\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"Pawa Bottomless Portafilter 54mm Paired with Wdt Tool - Includes Filter Basket | Co...\", \"asin\": \"B0C3Y8ZVKS\", \"price\": \"$36.95\", \"quantity\": \"\"},\n{\"title\": \"IKAPE 54mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter for Breville Espresso Machines, 3 Ears Espresso Portafi...\", \"asin\": \"B0CSYC95KL\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter Compatible with Breville Barista Express, BES870XL, BES870BSXL, BES878BSS, BES880BSS Espresso Machine (ABS Handle-Black)\", \"asin\": \"B08N9PQSBM\", \"price\": \"$29.95\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - with Filter Basket and Puck Screen, Compatible with B...\", \"asin\": \"B0DFY4D7WK\", \"price\": \"$35.69\", \"quantity\": \"\"},\n{\"title\": \"54mm Bottomless Portafilter - Fits Breville Espresso Coffee Machine Barista Express...\", \"asin\": \"B08D795TQ4\", \"price\": \"$39.87\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"VUZLYN\\u00a054mm Bottomless Portafilter for Breville - Fits Barista Series (BES870/878/880), Infuser, Express, Pro, Touch, Duo-Temp |Stainless Steel Naked Filter, Wood Handle, Includes Basket & Puck Screen\", \"asin\": \"B0CM1TRKD4\", \"price\": \"$20.99\"},\n{\"title\": \"Teyearlife\\u00a054mm Bottomless Portafilter for Breville Barista Express(BES870) Pro Touch Bambino Infuser Duo Temp Espresso Accessories Includes Naked Basket Made of Stainless Steel and Wooden Handle\", \"asin\": \"B0C2NS4DZ8\", \"price\": \"$33.99\"},\n{\"title\": \"LYSKINI\\u00a054mm Bottomless Portafilter for Breville & Sage Espresso Machines - Puck Screen, Rosewood Handle, Flat, Barista Accessories \\u2013 Fits Barista Express, Pro, Touch, Bambino, Duo Temp Pro, Infuser\", \"asin\": \"B0DJW5LXJN\", \"price\": \"$39.99\"},\n{\"title\": \"KNODOS\\u00a054mm Bottomless Portafilter Premium Rosewood Handle & Naked 18-21 Gram Filter Basket, Compatible with Breville Barista Express, Pro, Touch, Bambino, Infuser, Duo Temp Pro\", \"asin\": \"B0C7CZ6SQ2\", \"price\": \"$49.99\"},\n{\"title\": \"CAPFEI\\u00a0Bottomless Portafilter 54mm with Color Wood Compatible with Breville Barista Express, Pro, Touch, and Impress | Fire Phoenix Handle\", \"asin\": \"B0DHKDY3X2\", \"price\": \"$29.99\"},\n{\"title\": \"IKAPE\\u00a054mm Bottomless Naked Portafilter Black, Suitable for 54mm Breville Barista Series BES870/878/880 Machine & Solis Barista Machines (Included 18g Capacity Filter Basket)\", \"asin\": \"B0D8PNRV48\", \"price\": \"$57.59\"}]\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\": \"2025-03-30T21:19:55.750Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"license plate screws\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners\", \"asin\": \"B08PF394MB\", \"price\": \"$13.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\"},\n{\"title\": \"Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)\", \"asin\": \"B0769MFR7L\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\"}],\n\"search_results\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)\", \"asin\": \"B0DCS4C26H\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)\", \"asin\": \"B0CLNV9NHR\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\\uff08Black-Set1\\uff09\", \"asin\": \"B0977ZZGYL\", \"price\": \"$7.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)\", \"asin\": \"B09TP81BPK\", \"price\": \"$4.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)\", \"asin\": \"B09J1Q6LRX\", \"price\": \"$5.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts\", \"asin\": \"B0DZCPZJZG\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\\u30108 Pack\\u3011\", \"asin\": \"B0DS4GDCVV\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)\", \"asin\": \"B09DTNGSHC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack\", \"asin\": \"B0CM3LJZH2\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts\", \"asin\": \"B0DP2VMLHG\", \"price\": \"$5.29\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon.\"},\n{\"title\": \"16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\\uff08Black\", \"asin\": \"B0DXQ69JJ8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon.\"},\n{\"title\": \"Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)\", \"asin\": \"B0DJ93RD8R\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"License Plate Screws - #14 x 3/4\\\" Inch Slotted Hex Head \\u2013 for Vehicles (100 Pack)\", \"asin\": \"B014I1SY72\", \"price\": \"$12.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)\", \"asin\": \"B08LGBWWZC\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws for Front Rear Frame Holder Mounting\", \"asin\": \"B0BWMQ1VQD\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR33KC12\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screw Duo Drive Truss Head - #14 X 3/4\\\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer\", \"asin\": \"B093TCPYFB\", \"price\": \"$23.90\", \"delivery\": \"FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7\"},\n{\"title\": \"Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\\\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad\", \"asin\": \"B08RJ618TW\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear\", \"asin\": \"B07NCQ14N5\", \"price\": \"$19.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free\", \"asin\": \"B0CQ4J29VM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self\", \"asin\": \"B01BGYUIVE\", \"price\": \"$59.00\", \"delivery\": \"FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2\"},\n{\"title\": \"EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)\", \"asin\": \"B07XZLZ1VC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon.\"},\n{\"title\": \"\\u3010Upgraded\\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames\", \"asin\": \"B0D48RMT9G\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 5 - 9 for Prime members\"},\n{\"title\": \"50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws\", \"asin\": \"B004GYY1EC\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon.\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR35SRNH\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)\", \"asin\": \"B014I20MC6\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Apr 11 - 17 for Prime members\"},\n{\"title\": \"Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CQ7ZBJRS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\\\" x 1/4\\\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks\", \"asin\": \"B08GHQRHXS\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties\", \"asin\": \"B0B9XY1FBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CW6556S6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH License Plate Thumb Screws 50 Pack \\u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold\", \"asin\": \"B07BMH19NX\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers\", \"asin\": \"B087CTLZWT\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1000 License Plate Screws 1/4\\\" (#14) X 3/4\\\" Hex Head Zinc Tag Screws\", \"asin\": \"B00C38PHHI\", \"price\": \"$69.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)\", \"asin\": \"B08F2V1BKJ\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\\\"(M6) Security Screw Set for Protection Car License Plates\", \"asin\": \"B0BNWVW4KG\", \"price\": \"$4.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\", \"price\": \"$8.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)\", \"asin\": \"B0CN3295DL\", \"price\": \"$4.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\\\" (100)\", \"asin\": \"B0BX75P2Y7\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts\", \"asin\": \"B09DKPX1WD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\\\") Tamper Proof Screws Mounting Hardware (Silver)\", \"asin\": \"B0C6DPV7TQ\", \"price\": \"$4.99\", \"delivery\": \"FREE delivery Apr 7 - 11 for Prime members\"},\n{\"title\": \"GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler\", \"asin\": \"B07L6FJGR4\", \"price\": \"$12.14\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)\", \"asin\": \"B0CR3R7498\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel\", \"asin\": \"B0C2H6DJR2\", \"price\": \"$5.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)\", \"asin\": \"B06XSLPW2M\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder\", \"asin\": \"B0CR642M1J\", \"price\": \"$5.68\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)\", \"asin\": \"B0CHW1VNYF\", \"price\": \"$3.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)\", \"asin\": \"B0D8337SH9\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:50:35.316Z\", // 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
|
2025-03-29T23:50:35.316Z
|
input
|
hair dryer
|
rule
|
2025-03-29T23:50:35.316Z
|
train
| 2,921 |
2025-03-29T23:50:35.316Z
|
input
|
hair dryer
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|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": "license plate screws"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": ""},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "quantity": ""},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "quantity": ""},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)", "asin": "B06XSV5XT8", "price": "$6.99", "quantity": ""},
{"title": "8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars", "asin": "B0B9LD9M6F", "price": "$5.94", "quantity": ""},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": ""},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "quantity": ""},
{"title": "Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)", "asin": "B0CXXK4H6V", "price": "$6.99", "quantity": ""},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "quantity": ""},
{"title": "BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners", "asin": "B08PF394MB", "price": "$13.99", "quantity": ""}],
"ads": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60"},
{"title": "Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)", "asin": "B0769MFR7L"},
{"title": "License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)", "asin": "B07QNN8NX7"}],
"search_results": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Four (4) Stainless Steel License Plate Screws (BCP253)", "asin": "B07DNKBKJ7", "price": "$5.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)", "asin": "B091TDS5T4", "price": "$5.09", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)", "asin": "B0DCS4C26H", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)", "asin": "B0CLNV9NHR", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\uff08Black-Set1\uff09", "asin": "B0977ZZGYL", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)", "asin": "B09TP81BPK", "price": "$4.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)", "asin": "B09J1Q6LRX", "price": "$5.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts", "asin": "B0DZCPZJZG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)", "asin": "B0CXXK4H6V", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)", "asin": "B06XSV5XT8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars", "asin": "B0B9LD9M6F", "price": "$5.94", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\u30108 Pack\u3011", "asin": "B0DS4GDCVV", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)", "asin": "B09DTNGSHC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack", "asin": "B0CM3LJZH2", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts", "asin": "B0DP2VMLHG", "price": "$5.29", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon."},
{"title": "16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\uff08Black", "asin": "B0DXQ69JJ8", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon."},
{"title": "Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)", "asin": "B0DJ93RD8R", "price": "$7.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)", "asin": "B091TDS5T4", "price": "$5.09", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "License Plate Screws - #14 x 3/4\" Inch Slotted Hex Head \u2013 for Vehicles (100 Pack)", "asin": "B014I1SY72", "price": "$12.95", "delivery": "FREE delivery Tue, Apr 1 Only 1 left in stock - order soon."},
{"title": "Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)", "asin": "B08LGBWWZC", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\") Tamper Proof Screws for Front Rear Frame Holder Mounting", "asin": "B0BWMQ1VQD", "price": "$5.05", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99", "asin": "B0BR33KC12", "price": "$24.99", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "License Plate Screw Duo Drive Truss Head - #14 X 3/4\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer", "asin": "B093TCPYFB", "price": "$23.90", "delivery": "FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7"},
{"title": "Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad", "asin": "B08RJ618TW", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear", "asin": "B07NCQ14N5", "price": "$19.81", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free", "asin": "B0CQ4J29VM", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self", "asin": "B01BGYUIVE", "price": "$59.00", "delivery": "FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2"},
{"title": "EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)", "asin": "B07XZLZ1VC", "price": "$19.00", "delivery": "FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon."},
{"title": "\u3010Upgraded\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames", "asin": "B0D48RMT9G", "price": "$16.99", "delivery": "FREE delivery Apr 5 - 9 for Prime members"},
{"title": "50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws", "asin": "B004GYY1EC", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon."},
{"title": "200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99", "asin": "B0BR35SRNH", "price": "$24.99", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)", "asin": "B014I20MC6", "price": "$15.99", "delivery": "FREE delivery Apr 11 - 17 for Prime members"},
{"title": "Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers", "asin": "B0CQ7ZBJRS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\" x 1/4\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks", "asin": "B08GHQRHXS", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties", "asin": "B0B9XY1FBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers", "asin": "B0CW6556S6", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "HI-TECH License Plate Thumb Screws 50 Pack \u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold", "asin": "B07BMH19NX", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers", "asin": "B087CTLZWT", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "1000 License Plate Screws 1/4\" (#14) X 3/4\" Hex Head Zinc Tag Screws", "asin": "B00C38PHHI", "price": "$69.95", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon."},
{"title": "Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)", "asin": "B08F2V1BKJ", "price": "$5.92", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\"(M6) Security Screw Set for Protection Car License Plates", "asin": "B0BNWVW4KG", "price": "$4.62", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)", "asin": "B07QNN8NX7", "price": "$8.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)", "asin": "B0CN3295DL", "price": "$4.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\" (100)", "asin": "B0BX75P2Y7", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts", "asin": "B09DKPX1WD", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\") Tamper Proof Screws Mounting Hardware (Silver)", "asin": "B0C6DPV7TQ", "price": "$4.99", "delivery": "FREE delivery Apr 7 - 11 for Prime members"},
{"title": "GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler", "asin": "B07L6FJGR4", "price": "$12.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)", "asin": "B0CR3R7498", "price": "$4.89", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel", "asin": "B0C2H6DJR2", "price": "$5.16", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Four (4) Stainless Steel License Plate Screws (BCP253)", "asin": "B07DNKBKJ7", "price": "$5.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)", "asin": "B06XSLPW2M", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder", "asin": "B0CR642M1J", "price": "$5.68", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)", "asin": "B0CHW1VNYF", "price": "$3.81", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)", "asin": "B0D8337SH9", "price": "$4.89", "delivery": " Two-Day FREE delivery Mon, Mar 31"}]
<|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": "2025-03-29T23:50:35.316Z", // 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_action>input</answer_action><answer_argument>hair dryer</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>hair dryer</answer_argument>",
"index": 2921,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"license plate screws\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners\", \"asin\": \"B08PF394MB\", \"price\": \"$13.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\"},\n{\"title\": \"Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)\", \"asin\": \"B0769MFR7L\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\"}],\n\"search_results\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)\", \"asin\": \"B0DCS4C26H\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)\", \"asin\": \"B0CLNV9NHR\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\\uff08Black-Set1\\uff09\", \"asin\": \"B0977ZZGYL\", \"price\": \"$7.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)\", \"asin\": \"B09TP81BPK\", \"price\": \"$4.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)\", \"asin\": \"B09J1Q6LRX\", \"price\": \"$5.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts\", \"asin\": \"B0DZCPZJZG\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\\u30108 Pack\\u3011\", \"asin\": \"B0DS4GDCVV\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)\", \"asin\": \"B09DTNGSHC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack\", \"asin\": \"B0CM3LJZH2\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts\", \"asin\": \"B0DP2VMLHG\", \"price\": \"$5.29\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon.\"},\n{\"title\": \"16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\\uff08Black\", \"asin\": \"B0DXQ69JJ8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon.\"},\n{\"title\": \"Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)\", \"asin\": \"B0DJ93RD8R\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"License Plate Screws - #14 x 3/4\\\" Inch Slotted Hex Head \\u2013 for Vehicles (100 Pack)\", \"asin\": \"B014I1SY72\", \"price\": \"$12.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)\", \"asin\": \"B08LGBWWZC\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws for Front Rear Frame Holder Mounting\", \"asin\": \"B0BWMQ1VQD\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR33KC12\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screw Duo Drive Truss Head - #14 X 3/4\\\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer\", \"asin\": \"B093TCPYFB\", \"price\": \"$23.90\", \"delivery\": \"FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7\"},\n{\"title\": \"Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\\\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad\", \"asin\": \"B08RJ618TW\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear\", \"asin\": \"B07NCQ14N5\", \"price\": \"$19.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free\", \"asin\": \"B0CQ4J29VM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self\", \"asin\": \"B01BGYUIVE\", \"price\": \"$59.00\", \"delivery\": \"FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2\"},\n{\"title\": \"EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)\", \"asin\": \"B07XZLZ1VC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon.\"},\n{\"title\": \"\\u3010Upgraded\\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames\", \"asin\": \"B0D48RMT9G\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 5 - 9 for Prime members\"},\n{\"title\": \"50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws\", \"asin\": \"B004GYY1EC\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon.\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR35SRNH\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)\", \"asin\": \"B014I20MC6\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Apr 11 - 17 for Prime members\"},\n{\"title\": \"Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CQ7ZBJRS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\\\" x 1/4\\\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks\", \"asin\": \"B08GHQRHXS\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties\", \"asin\": \"B0B9XY1FBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CW6556S6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH License Plate Thumb Screws 50 Pack \\u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold\", \"asin\": \"B07BMH19NX\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers\", \"asin\": \"B087CTLZWT\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1000 License Plate Screws 1/4\\\" (#14) X 3/4\\\" Hex Head Zinc Tag Screws\", \"asin\": \"B00C38PHHI\", \"price\": \"$69.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)\", \"asin\": \"B08F2V1BKJ\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\\\"(M6) Security Screw Set for Protection Car License Plates\", \"asin\": \"B0BNWVW4KG\", \"price\": \"$4.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\", \"price\": \"$8.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)\", \"asin\": \"B0CN3295DL\", \"price\": \"$4.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\\\" (100)\", \"asin\": \"B0BX75P2Y7\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts\", \"asin\": \"B09DKPX1WD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\\\") Tamper Proof Screws Mounting Hardware (Silver)\", \"asin\": \"B0C6DPV7TQ\", \"price\": \"$4.99\", \"delivery\": \"FREE delivery Apr 7 - 11 for Prime members\"},\n{\"title\": \"GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler\", \"asin\": \"B07L6FJGR4\", \"price\": \"$12.14\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)\", \"asin\": \"B0CR3R7498\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel\", \"asin\": \"B0C2H6DJR2\", \"price\": \"$5.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)\", \"asin\": \"B06XSLPW2M\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder\", \"asin\": \"B0CR642M1J\", \"price\": \"$5.68\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)\", \"asin\": \"B0CHW1VNYF\", \"price\": \"$3.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)\", \"asin\": \"B0D8337SH9\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:50:35.316Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners\", \"asin\": \"B08PF394MB\", \"price\": \"$13.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\"},\n{\"title\": \"Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)\", \"asin\": \"B0769MFR7L\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\"}],\n\"search_results\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)\", \"asin\": \"B0DCS4C26H\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)\", \"asin\": \"B0CLNV9NHR\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\\uff08Black-Set1\\uff09\", \"asin\": \"B0977ZZGYL\", \"price\": \"$7.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)\", \"asin\": \"B09TP81BPK\", \"price\": \"$4.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)\", \"asin\": \"B09J1Q6LRX\", \"price\": \"$5.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts\", \"asin\": \"B0DZCPZJZG\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\\u30108 Pack\\u3011\", \"asin\": \"B0DS4GDCVV\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)\", \"asin\": \"B09DTNGSHC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack\", \"asin\": \"B0CM3LJZH2\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts\", \"asin\": \"B0DP2VMLHG\", \"price\": \"$5.29\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon.\"},\n{\"title\": \"16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\\uff08Black\", \"asin\": \"B0DXQ69JJ8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon.\"},\n{\"title\": \"Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)\", \"asin\": \"B0DJ93RD8R\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"License Plate Screws - #14 x 3/4\\\" Inch Slotted Hex Head \\u2013 for Vehicles (100 Pack)\", \"asin\": \"B014I1SY72\", \"price\": \"$12.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)\", \"asin\": \"B08LGBWWZC\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws for Front Rear Frame Holder Mounting\", \"asin\": \"B0BWMQ1VQD\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR33KC12\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screw Duo Drive Truss Head - #14 X 3/4\\\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer\", \"asin\": \"B093TCPYFB\", \"price\": \"$23.90\", \"delivery\": \"FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7\"},\n{\"title\": \"Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\\\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad\", \"asin\": \"B08RJ618TW\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear\", \"asin\": \"B07NCQ14N5\", \"price\": \"$19.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free\", \"asin\": \"B0CQ4J29VM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self\", \"asin\": \"B01BGYUIVE\", \"price\": \"$59.00\", \"delivery\": \"FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2\"},\n{\"title\": \"EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)\", \"asin\": \"B07XZLZ1VC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon.\"},\n{\"title\": \"\\u3010Upgraded\\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames\", \"asin\": \"B0D48RMT9G\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 5 - 9 for Prime members\"},\n{\"title\": \"50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws\", \"asin\": \"B004GYY1EC\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon.\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR35SRNH\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)\", \"asin\": \"B014I20MC6\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Apr 11 - 17 for Prime members\"},\n{\"title\": \"Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CQ7ZBJRS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\\\" x 1/4\\\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks\", \"asin\": \"B08GHQRHXS\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties\", \"asin\": \"B0B9XY1FBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CW6556S6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH License Plate Thumb Screws 50 Pack \\u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold\", \"asin\": \"B07BMH19NX\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers\", \"asin\": \"B087CTLZWT\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1000 License Plate Screws 1/4\\\" (#14) X 3/4\\\" Hex Head Zinc Tag Screws\", \"asin\": \"B00C38PHHI\", \"price\": \"$69.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)\", \"asin\": \"B08F2V1BKJ\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\\\"(M6) Security Screw Set for Protection Car License Plates\", \"asin\": \"B0BNWVW4KG\", \"price\": \"$4.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\", \"price\": \"$8.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)\", \"asin\": \"B0CN3295DL\", \"price\": \"$4.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\\\" (100)\", \"asin\": \"B0BX75P2Y7\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts\", \"asin\": \"B09DKPX1WD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\\\") Tamper Proof Screws Mounting Hardware (Silver)\", \"asin\": \"B0C6DPV7TQ\", \"price\": \"$4.99\", \"delivery\": \"FREE delivery Apr 7 - 11 for Prime members\"},\n{\"title\": \"GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler\", \"asin\": \"B07L6FJGR4\", \"price\": \"$12.14\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)\", \"asin\": \"B0CR3R7498\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel\", \"asin\": \"B0C2H6DJR2\", \"price\": \"$5.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)\", \"asin\": \"B06XSLPW2M\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder\", \"asin\": \"B0CR642M1J\", \"price\": \"$5.68\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)\", \"asin\": \"B0CHW1VNYF\", \"price\": \"$3.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)\", \"asin\": \"B0D8337SH9\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:50:35.570Z\", // 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
|
2025-03-29T23:50:35.570Z
|
click
|
search
|
rule
|
2025-03-29T23:50:35.570Z
|
train
| 2,922 |
2025-03-29T23:50:35.570Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
<|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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": ""},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "quantity": ""},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "quantity": ""},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)", "asin": "B06XSV5XT8", "price": "$6.99", "quantity": ""},
{"title": "8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars", "asin": "B0B9LD9M6F", "price": "$5.94", "quantity": ""},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": ""},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "quantity": ""},
{"title": "Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)", "asin": "B0CXXK4H6V", "price": "$6.99", "quantity": ""},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "quantity": ""},
{"title": "BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners", "asin": "B08PF394MB", "price": "$13.99", "quantity": ""}],
"ads": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60"},
{"title": "Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)", "asin": "B0769MFR7L"},
{"title": "License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)", "asin": "B07QNN8NX7"}],
"search_results": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Four (4) Stainless Steel License Plate Screws (BCP253)", "asin": "B07DNKBKJ7", "price": "$5.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)", "asin": "B091TDS5T4", "price": "$5.09", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)", "asin": "B0DCS4C26H", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)", "asin": "B0CLNV9NHR", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\uff08Black-Set1\uff09", "asin": "B0977ZZGYL", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)", "asin": "B09TP81BPK", "price": "$4.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)", "asin": "B09J1Q6LRX", "price": "$5.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)", "asin": "B0972S4R8L", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts", "asin": "B0DZCPZJZG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)", "asin": "B0CXXK4H6V", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)", "asin": "B06XSV5XT8", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars", "asin": "B0B9LD9M6F", "price": "$5.94", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\u30108 Pack\u3011", "asin": "B0DS4GDCVV", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)", "asin": "B09DTNGSHC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack", "asin": "B0CM3LJZH2", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts", "asin": "B0DP2VMLHG", "price": "$5.29", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon."},
{"title": "16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\uff08Black", "asin": "B0DXQ69JJ8", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon."},
{"title": "Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)", "asin": "B0DJ93RD8R", "price": "$7.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)", "asin": "B091TDS5T4", "price": "$5.09", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "License Plate Screws - #14 x 3/4\" Inch Slotted Hex Head \u2013 for Vehicles (100 Pack)", "asin": "B014I1SY72", "price": "$12.95", "delivery": "FREE delivery Tue, Apr 1 Only 1 left in stock - order soon."},
{"title": "Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)", "asin": "B08LGBWWZC", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\") Tamper Proof Screws for Front Rear Frame Holder Mounting", "asin": "B0BWMQ1VQD", "price": "$5.05", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99", "asin": "B0BR33KC12", "price": "$24.99", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "License Plate Screw Duo Drive Truss Head - #14 X 3/4\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer", "asin": "B093TCPYFB", "price": "$23.90", "delivery": "FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7"},
{"title": "Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad", "asin": "B08RJ618TW", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear", "asin": "B07NCQ14N5", "price": "$19.81", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free", "asin": "B0CQ4J29VM", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self", "asin": "B01BGYUIVE", "price": "$59.00", "delivery": "FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2"},
{"title": "EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)", "asin": "B07XZLZ1VC", "price": "$19.00", "delivery": "FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon."},
{"title": "\u3010Upgraded\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames", "asin": "B0D48RMT9G", "price": "$16.99", "delivery": "FREE delivery Apr 5 - 9 for Prime members"},
{"title": "50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws", "asin": "B004GYY1EC", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon."},
{"title": "200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99", "asin": "B0BR35SRNH", "price": "$24.99", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)", "asin": "B014I20MC6", "price": "$15.99", "delivery": "FREE delivery Apr 11 - 17 for Prime members"},
{"title": "Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers", "asin": "B0CQ7ZBJRS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\" x 1/4\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks", "asin": "B08GHQRHXS", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties", "asin": "B0B9XY1FBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers", "asin": "B0CW6556S6", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "HI-TECH License Plate Thumb Screws 50 Pack \u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold", "asin": "B07BMH19NX", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers", "asin": "B087CTLZWT", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "1000 License Plate Screws 1/4\" (#14) X 3/4\" Hex Head Zinc Tag Screws", "asin": "B00C38PHHI", "price": "$69.95", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon."},
{"title": "Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)", "asin": "B08F2V1BKJ", "price": "$5.92", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\"(M6) Security Screw Set for Protection Car License Plates", "asin": "B0BNWVW4KG", "price": "$4.62", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)", "asin": "B07QNN8NX7", "price": "$8.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)", "asin": "B0CN3295DL", "price": "$4.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\" (100)", "asin": "B0BX75P2Y7", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts", "asin": "B09DKPX1WD", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover", "asin": "B08BXR75V3", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\") Tamper Proof Screws Mounting Hardware (Silver)", "asin": "B0C6DPV7TQ", "price": "$4.99", "delivery": "FREE delivery Apr 7 - 11 for Prime members"},
{"title": "GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler", "asin": "B07L6FJGR4", "price": "$12.14", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)", "asin": "B0CR3R7498", "price": "$4.89", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel", "asin": "B0C2H6DJR2", "price": "$5.16", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Four (4) Stainless Steel License Plate Screws (BCP253)", "asin": "B07DNKBKJ7", "price": "$5.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)", "asin": "B06XSLPW2M", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder", "asin": "B0CR642M1J", "price": "$5.68", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)", "asin": "B0CHW1VNYF", "price": "$3.81", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)", "asin": "B0D8337SH9", "price": "$4.89", "delivery": " Two-Day FREE delivery Mon, Mar 31"}]
<|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": "2025-03-29T23:50:35.570Z", // 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_action>click</answer_action><answer_argument>search</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>search</answer_argument>",
"index": 2922,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BGGTMO Black License Plate Screws- Stainless Steel Plate Mounting Hardware for Car Tag Frame, Anti-Theft Security Self-Tapping Screws Fit Front Bumper, with Matte Black Caps Covers, Insert Fasteners\", \"asin\": \"B08PF394MB\", \"price\": \"$13.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\"},\n{\"title\": \"Black License Plate Screws Kit - Set of 8 Fasteners For Front and Back License Plates and License Plate Frames or Covers on Domestic Cars, Trucks, SUVs - Rustproof, Self Tapping Mounting Bolts (Black)\", \"asin\": \"B0769MFR7L\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\"}],\n\"search_results\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Black License Plate Screw Kit for Tesla Model 3, Model Y, M5-0.8 X 8 mm Pan Head Premium Stainless Steel Black Oxide for BMW 3 5 Series 1999-2007 (8 Pack)\", \"asin\": \"B0DCS4C26H\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8PCS Premium Stainless Steel License Plate Screws, Rust-Proof & Anti-Rattle License Plate Bolts(Black) (Black-8PCS)\", \"asin\": \"B0CLNV9NHR\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"YALOK Anti Theft License Plate Screws Kits- Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Fastener Nut, Caps Cover for Front Rear Frame Holder Mounting\\uff08Black-Set1\\uff09\", \"asin\": \"B0977ZZGYL\", \"price\": \"$7.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hoewina License Plate Screw Kit, 8 Sets Stainless Anti Theft License Plate Screws, Anti-Rattle & Rust-Proof Bolts for Securing License Plates Frames or Covers on Cars, Trucks, SUVs (Black)\", \"asin\": \"B09TP81BPK\", \"price\": \"$4.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screws with Nylon Inserts - Stainless Steel Rust Proof License Plate Screws for Securing License Plates, Frames & Covers 4755299 3907444 A11719 (Set of 4)\", \"asin\": \"B09J1Q6LRX\", \"price\": \"$5.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"LivTee Rustproof License Plate Screws for Securing License Plates Frames and Covers on Cars and Trucks, 4 Sets Premium Stainless Steel Self Tapping Mounting Bolts (Black Zinc Plated)\", \"asin\": \"B0972S4R8L\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws - Set of 8, 304 Stainless Steel, Rustproof Hardware Kit for Front/Rear Car Plates on Domestic Vehicles - Electrophoretic Black Finish, Mounting Bolts\", \"asin\": \"B0DZCPZJZG\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black Stainless Steel License Plate Screws - 8 Pcs | Rust-Proof Finish | Rustproof Bolts for Domestic Vehicles | Anti-Rattle Screws for Front & Rear Plates (Black)\", \"asin\": \"B0CXXK4H6V\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Front/Rear Rust Proof Car Tag Screws - Licence Plate Screw Set Compatible with BMW (Pack of 8)\", \"asin\": \"B06XSV5XT8\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"8 Sets Black License Plate Screws - Updated Rustproof Stainless Steel License Plate Bolts, Premium Screw Kit for License Plates Frames on Cars\", \"asin\": \"B0B9LD9M6F\", \"price\": \"$5.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Upgraded License Plate Screws with Nylon Retainers, License Plate Screw Kit for Front & Rear Plates, #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish for Domestic Vehicles\\u30108 Pack\\u3011\", \"asin\": \"B0DS4GDCVV\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws for Lexus, Toyota, and Honda, Phillips Machine Pan Head 18-8, Stainless Steel, M6-1.0 x 16 mm Bolt (Pack of 4)\", \"asin\": \"B09DTNGSHC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws 18-8 Stainless Steel with Phillip Pan Head for Domestic Vehicles Front and Rear License Plate Bolts 8 Pack\", \"asin\": \"B0CM3LJZH2\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit Nylon Retaining Nuts, Black tainless Steel Screws with Nylon Inserts for Securing License Plates Rustproof, Black License Plate Screws Self Tapping Bolts\", \"asin\": \"B0DP2VMLHG\", \"price\": \"$5.29\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 7 left in stock - order soon.\"},\n{\"title\": \"16Pcs License Plate Screws for Fastening License Plates, Stainless Steel Licence Plate Screw Set for Securing Front/Back License Plates, Frames & Covers, Car License Screws for Motorcycle\\uff08Black\", \"asin\": \"B0DXQ69JJ8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 19 left in stock - order soon.\"},\n{\"title\": \"Amber Reflectors Motorcycle License Plate Bolts and Nuts Mini Decorative M5 Screw Tag Bolt Round Reflective for Bike(6Pieces) (Amber)\", \"asin\": \"B0DJ93RD8R\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Universal License Plate Screws for Fastening License Plates, Nylon Screw Inserts, Frames and Covers on Cars and Trucks (Black)\", \"asin\": \"B091TDS5T4\", \"price\": \"$5.09\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"License Plate Screws - #14 x 3/4\\\" Inch Slotted Hex Head \\u2013 for Vehicles (100 Pack)\", \"asin\": \"B014I1SY72\", \"price\": \"$12.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Black Head Stainless Steel Screws with Pan Head, Black Oxidized Finish (Pack of 4)\", \"asin\": \"B08LGBWWZC\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 Set Black Anti Theft License Plate Screws Kits, Rustproof Stainless Steel Car Tag Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws for Front Rear Frame Holder Mounting\", \"asin\": \"B0BWMQ1VQD\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #1620 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips/Hex Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR33KC12\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screw Duo Drive Truss Head - #14 X 3/4\\\" Qty. 100 Pack CAR LOT DEALERSHIP AUTO Dealer\", \"asin\": \"B093TCPYFB\", \"price\": \"$23.90\", \"delivery\": \"FREE delivery Apr 7 - 11 Or fastest delivery Mon, Apr 7\"},\n{\"title\": \"Aootf Black Anti Theft License Plate Screws- Stainless Steel Rustproof Security Bolts Fasteners for Front Rear Car Tag Mount- M6 (1/4\\\") Locking Hardware, with Matte Caps Inserts Nuts, Rattle Proof Pad\", \"asin\": \"B08RJ618TW\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"100 Pack License Plate Screws for Front and Back License Plates and License Plate Frames and Covers on Cars, Trucks, SUVs - Rust Resistant, #14x3/4 Slotted Hex Washer Self Tapping Screws Zinc Clear\", \"asin\": \"B07NCQ14N5\", \"price\": \"$19.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Black License Plate Screws Rustproof 100 Pcs, Premium Anti-Rattle Bolts for Front & Rear Plates, Eco-Friendly Screws for Domestic Vehicle, Lead-Free & Nickel-Free\", \"asin\": \"B0CQ4J29VM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Au-ve-co 1000 Bulk Zinc Plated License Plate TAG Screws Hex Head Car Dealer Lot Self\", \"asin\": \"B01BGYUIVE\", \"price\": \"$59.00\", \"delivery\": \"FREE delivery Apr 3 - 7 Or fastest delivery Apr 1 - 2\"},\n{\"title\": \"EZ Line License Plate Screws and Bolts (Metric Philips Pan Head)\", \"asin\": \"B07XZLZ1VC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Thu, Apr 3 for Prime members Only 18 left in stock - order soon.\"},\n{\"title\": \"\\u3010Upgraded\\u3011 100 Pcs License Plate Mounting Screws for Car Dealers #14 x 3/4\\\" Slotted Hex Head License Plate Bolts with Rustproof Finish, Car License Plate Screws for License Plates Frames\", \"asin\": \"B0D48RMT9G\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 5 - 9 for Prime members\"},\n{\"title\": \"50 M6-1.0 x 20mm Slotted Hex Head License Plate Screws\", \"asin\": \"B004GYY1EC\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 8 left in stock - order soon.\"},\n{\"title\": \"200 License Plate Screws for Car Dealers #2121 | Best for American Makes | #14 x 3/4\\\" | Slotted/Phillips Pan Head | 100 per Box x 2 for $24.99\", \"asin\": \"B0BR35SRNH\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Mon, Apr 7\"},\n{\"title\": \"License Plate Screws - Slotted Hex Head - Metric - 6mm x 16mm - for Vehicles (100 per Pack)\", \"asin\": \"B014I20MC6\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Apr 11 - 17 for Prime members\"},\n{\"title\": \"Tandefio 100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head No Rust Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CQ7ZBJRS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BBTO 50 Pcs Silver License Plate Screws with Rustproof license plate bolts 3/4\\\" x 1/4\\\"stainless steel screws Front Rear bolt fasteners Kit for Domestic Vehicles Cars Trucks\", \"asin\": \"B08GHQRHXS\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BGGTMO License Plate Bracket Holder- Front License Plate Mounting Kit, Universal Bumper Car Tag Frame Mount Adapter with Stainless Steel Screw Cap, Cable Ties\", \"asin\": \"B0B9XY1FBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs License Plate Screws Tornillos para Placas De Carro #14 x 3/4\\\" Slotted Hex Head Rustproof Carbon Steel License Plate Security Screws for Car Dealers\", \"asin\": \"B0CW6556S6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH License Plate Thumb Screws 50 Pack \\u2013 Durable, Easy to Install, Rust-Resistant, Fit for Cars & Trucks - Strong Hold\", \"asin\": \"B07BMH19NX\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Boao 50 Pieces License Plate Screws Frame Screws License Plate Fasteners for Fastening, Frames and Covers\", \"asin\": \"B087CTLZWT\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1000 License Plate Screws 1/4\\\" (#14) X 3/4\\\" Hex Head Zinc Tag Screws\", \"asin\": \"B00C38PHHI\", \"price\": \"$69.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 14 left in stock - order soon.\"},\n{\"title\": \"Black License Plate Screws, Rustproof 18-8 Stainless Steel, Black Oxide Finish Applied in The USA by Makers Bolt (Pack of 4)\", \"asin\": \"B08F2V1BKJ\", \"price\": \"$5.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws, Anti Theft License Plate Frame Bolts Tamper Resistant Fasteners, Stainless Steel License Plate Screws, 1/4\\\"(M6) Security Screw Set for Protection Car License Plates\", \"asin\": \"B0BNWVW4KG\", \"price\": \"$4.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"License Plate Screw Kit - Black, OEM Style Fasteners with Nylon Screw Retainers for Mounting Front and Back License Plates on Cars, SUVs, Trucks - Rustproof, Self Tapping Bolts (Black Stainless Steel)\", \"asin\": \"B07QNN8NX7\", \"price\": \"$8.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4PCS License Plate Screws,Stainless Steel License Plate Screw Kit Silver License Plate Bolts,Universal License Plate Security Screws License Plate Fasteners for Car Truck SUV(4PCS, Silver)\", \"asin\": \"B0CN3295DL\", \"price\": \"$4.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"HI-TECH Dealer License Plate Screws, Zinc Plated Hex Head #14 x 3/4\\\" (100)\", \"asin\": \"B0BX75P2Y7\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Black Security Bolts Fasteners for Front Rear Tag Frame Holder, 1/4'' M6 Stainless Steel Car Truck Motorcycle Mounting Hardware Kit- Screws Caps Insert Nuts\", \"asin\": \"B09DKPX1WD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Anti Theft License Plate Screws- Stainless Steel Bolts Fasteners Kits for Car Tag Frame Holder, Tamper Resistant Mounting Hardware,1/4\\\"(M6) Security Screw Set,Rust Proof,Chrome Screw Caps Cover\", \"asin\": \"B08BXR75V3\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Aokdom Anti Theft License Plate Screws Kits - Stainless Steel License Plate Screws for Fastening Car Tag Plate - M6 (1/4\\\") Tamper Proof Screws Mounting Hardware (Silver)\", \"asin\": \"B0C6DPV7TQ\", \"price\": \"$4.99\", \"delivery\": \"FREE delivery Apr 7 - 11 for Prime members\"},\n{\"title\": \"GOOACC - GRC-33 240PCS Bumper Retainer Clips Car Plastic Rivets Fasteners Push Retainer Kit Most Popular Sizes Auto Push Pin Rivets Set -Door Trim Panel Fender Clips for GM Ford Toyota Honda Chrysler\", \"asin\": \"B07L6FJGR4\", \"price\": \"$12.14\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anti Theft License Plate Screws, Stainless Steel License Plate Screws, Tamper Proof License Plate Screws, Rustproof Security Bolts Fasteners for Frame Holder Mounting Fits Most Cars (Sliver)\", \"asin\": \"B0CR3R7498\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"50 PCS License Plate Nylon Screw Inserts, Nylon Trim Nut, Grommet Nut, Nylon License Plate Fasteners Compatible with Chevrolet for Jeep for Ford for GMC License Bracket Headlight Bezel\", \"asin\": \"B0C2H6DJR2\", \"price\": \"$5.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Four (4) Stainless Steel License Plate Screws (BCP253)\", \"asin\": \"B07DNKBKJ7\", \"price\": \"$5.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Stainless Steel License Plate Screws for License Plates, Frames, Covers - Rust Proof Licence Plate Screw Set for Front/Rear Compatible with Buick Cadillac Chevrolet GMC (Pack of 8)\", \"asin\": \"B06XSLPW2M\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Car License Plate Screws Kit, Anti Theft Stainless Steel Car Plate Mounting Hardware, M6 (1/4\\\") Tamper Proof Screws Rustproof License Plate Bolt Frame Covers Fastener for Frame Holder\", \"asin\": \"B0CR642M1J\", \"price\": \"$5.68\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ziciner 4PCS Rustproof License Plate Screw Kit, Anti-Theft Stainless Steel Car Bolts Fasteners Kit, Self Tapping Mounting Bolts for Securing Front and Back License Plate Frame, Cover (Silver)\", \"asin\": \"B0CHW1VNYF\", \"price\": \"$3.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"4 PCS Car License Plate Screws Kits, Rustproof Rear and Back License Plates Mounting Bolts, Stainless Steel Car Bolts Fasteners Kit, Universal Exterior Car Accessories (Cross)\", \"asin\": \"B0D8337SH9\", \"price\": \"$4.89\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:50:35.570Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray\", \"asin\": \"B0DHTMYMML\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"B0DHZGVKZN\", \"price\": \"$63.73\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use\", \"asin\": \"B0DRN4XBF6\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"ELLA BELLA\\u00ae Professional Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Suitable All Hair Types \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0C5DX5TT2\"}],\n\"search_results\": [{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel\", \"asin\": \"B089SLN2DC\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"AINA Hair Dryer with Diffuser, Blow Dryer for Women | Advanced Ionic Technology, Ceramic Coating | Cold Shot Features Turbo Heat for Fast Drying and Shine(Misty Blush)\", \"asin\": \"B0DMWQ7C71\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)\", \"asin\": \"B008QMQXQY\", \"price\": \"$18.34\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Revlon 1875 Watt Full-Size Turbo Dryer, Black\", \"asin\": \"B017BGO9FC\", \"price\": \"$14.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731\", \"asin\": \"B0DDZ8P7FV\", \"price\": \"$169.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Dyson Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Conair 1875 Watt Shine & Style Hair Dryer\", \"asin\": \"B098XXTVMF\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips\", \"asin\": \"B07VXJWSJ8\", \"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\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer\", \"asin\": \"B003B6S36S\", \"price\": \"$112.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone\", \"asin\": \"B0B89P16MC\", \"price\": \"$299.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White\", \"asin\": \"B0CL6MF1TM\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BaBylissPRO Ceramix Xtreme Hair Dryer\", \"asin\": \"B08FP1D431\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black\", \"asin\": \"B08HYY6CQJ\", \"price\": \"$45.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments\", \"asin\": \"B07TMQDDLY\", \"price\": \"$45.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)\", \"asin\": \"B097CNMZF5\", \"price\": \"$39.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer\", \"asin\": \"B0BLJ2HVVZ\", \"price\": \"$199.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"B0DQKXHFC3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.\", \"asin\": \"B005B9NWRS\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B0012DL8B4\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer\", \"asin\": \"B003FBG88E\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power\", \"asin\": \"B08BX1V2J6\", \"price\": \"$25.66\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W\", \"asin\": \"B0CBLQT9SV\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer\", \"asin\": \"B001FXYHCS\", \"price\": \"$99.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Andis 80280 Fold-n-go 1875 Watt Ceramic Ionic Dryer, Retractable Cord, Lightweight with Professional Blowout Results, Quick Drying Blow Dryer, Black/Silver\", \"asin\": \"B093G3KDMM\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:51:10.024Z\", // 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
|
2025-03-29T23:51:10.024Z
|
click
|
review
|
rule
|
2025-03-29T23:51:10.024Z
|
train
| 2,923 |
2025-03-29T23:51:10.024Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray", "asin": "B0DHTMYMML", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)", "asin": "B0C9TVQ1ZG", "price": "$59.99", "quantity": ""},
{"title": "High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "B0DHZGVKZN", "price": "$63.73", "quantity": ""},
{"title": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling", "asin": "B0DHFVKK8N", "price": "$35.99", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use", "asin": "B0DRN4XBF6", "price": "$79.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""}],
"ads": [{"title": "ELLA BELLA\u00ae Professional Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Suitable All Hair Types \u2022 Intelligent Heat Control & Rapid Drying Speeds \u2022 Lightweight Design \u2022 Low Noise Technology", "asin": "B0C5DX5TT2"}],
"search_results": [{"title": "Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling", "asin": "B0DHFVKK8N", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men", "asin": "B0CXXLCFMG", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel", "asin": "B089SLN2DC", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)", "asin": "B003TQPRGY", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set", "asin": "B00MMRFUG8", "price": "$19.16", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "AINA Hair Dryer with Diffuser, Blow Dryer for Women | Advanced Ionic Technology, Ceramic Coating | Cold Shot Features Turbo Heat for Fast Drying and Shine(Misty Blush)", "asin": "B0DMWQ7C71", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 2 for Prime members"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink", "asin": "B000E8PG98", "price": "$17.62", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer", "asin": "B000094ZDX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)", "asin": "B008QMQXQY", "price": "$18.34", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Revlon 1875 Watt Full-Size Turbo Dryer, Black", "asin": "B017BGO9FC", "price": "$14.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731", "asin": "B0DDZ8P7FV", "price": "$169.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Dyson Supersonic\u2122 Hair Dryer", "asin": "B0B4T6RTZ2", "price": "$429.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic", "asin": "B091KB6H1F", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Conair 1875 Watt Shine & Style Hair Dryer", "asin": "B098XXTVMF", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips", "asin": "B07VXJWSJ8", "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": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)", "asin": "B08621GBMF", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer", "asin": "B003B6S36S", "price": "$112.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone", "asin": "B0B89P16MC", "price": "$299.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men", "asin": "B0CXXLCFMG", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White", "asin": "B0CL6MF1TM", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BaBylissPRO Ceramix Xtreme Hair Dryer", "asin": "B08FP1D431", "price": "$74.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black", "asin": "B08HYY6CQJ", "price": "$45.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments", "asin": "B07TMQDDLY", "price": "$45.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer", "asin": "B009ZPMPGI", "price": "$21.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)", "asin": "B097CNMZF5", "price": "$39.88", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer", "asin": "B0BLJ2HVVZ", "price": "$199.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "B0DQKXHFC3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.", "asin": "B005B9NWRS", "price": "$66.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer", "asin": "B0012DL8B4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer", "asin": "B003FBG88E", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle", "asin": "B07KN63XZH", "price": "$42.47", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power", "asin": "B08BX1V2J6", "price": "$25.66", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W", "asin": "B0CBLQT9SV", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer", "asin": "B001FXYHCS", "price": "$99.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Andis 80280 Fold-n-go 1875 Watt Ceramic Ionic Dryer, Retractable Cord, Lightweight with Professional Blowout Results, Quick Drying Blow Dryer, Black/Silver", "asin": "B093G3KDMM", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}]
<|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": "2025-03-29T23:51:10.024Z", // 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_action>click</answer_action><answer_argument>review</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>",
"index": 2923,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray\", \"asin\": \"B0DHTMYMML\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"B0DHZGVKZN\", \"price\": \"$63.73\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use\", \"asin\": \"B0DRN4XBF6\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"ELLA BELLA\\u00ae Professional Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Suitable All Hair Types \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0C5DX5TT2\"}],\n\"search_results\": [{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel\", \"asin\": \"B089SLN2DC\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"AINA Hair Dryer with Diffuser, Blow Dryer for Women | Advanced Ionic Technology, Ceramic Coating | Cold Shot Features Turbo Heat for Fast Drying and Shine(Misty Blush)\", \"asin\": \"B0DMWQ7C71\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Wed, Apr 2 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)\", \"asin\": \"B008QMQXQY\", \"price\": \"$18.34\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Revlon 1875 Watt Full-Size Turbo Dryer, Black\", \"asin\": \"B017BGO9FC\", \"price\": \"$14.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731\", \"asin\": \"B0DDZ8P7FV\", \"price\": \"$169.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Dyson Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Conair 1875 Watt Shine & Style Hair Dryer\", \"asin\": \"B098XXTVMF\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips\", \"asin\": \"B07VXJWSJ8\", \"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\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer\", \"asin\": \"B003B6S36S\", \"price\": \"$112.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone\", \"asin\": \"B0B89P16MC\", \"price\": \"$299.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White\", \"asin\": \"B0CL6MF1TM\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BaBylissPRO Ceramix Xtreme Hair Dryer\", \"asin\": \"B08FP1D431\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black\", \"asin\": \"B08HYY6CQJ\", \"price\": \"$45.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments\", \"asin\": \"B07TMQDDLY\", \"price\": \"$45.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)\", \"asin\": \"B097CNMZF5\", \"price\": \"$39.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer\", \"asin\": \"B0BLJ2HVVZ\", \"price\": \"$199.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"B0DQKXHFC3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.\", \"asin\": \"B005B9NWRS\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B0012DL8B4\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer\", \"asin\": \"B003FBG88E\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power\", \"asin\": \"B08BX1V2J6\", \"price\": \"$25.66\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W\", \"asin\": \"B0CBLQT9SV\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer\", \"asin\": \"B001FXYHCS\", \"price\": \"$99.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Andis 80280 Fold-n-go 1875 Watt Ceramic Ionic Dryer, Retractable Cord, Lightweight with Professional Blowout Results, Quick Drying Blow Dryer, Black/Silver\", \"asin\": \"B093G3KDMM\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:51:10.024Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray\", \"asin\": \"B0DHTMYMML\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"B0DHZGVKZN\", \"price\": \"$63.73\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"ELLA BELLA\\u00ae Professional Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Suitable All Hair Types \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0C5DX5TT2\"}],\n\"search_results\": [{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel\", \"asin\": \"B089SLN2DC\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CONFU Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use\", \"asin\": \"B0DRN4XBF6\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)\", \"asin\": \"B008QMQXQY\", \"price\": \"$18.34\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731\", \"asin\": \"B0DDZ8P7FV\", \"price\": \"$169.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Dyson Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Revlon 1875 Watt Full-Size Turbo Dryer, Black\", \"asin\": \"B017BGO9FC\", \"price\": \"$14.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Conair 1875 Watt Shine & Style Hair Dryer\", \"asin\": \"B098XXTVMF\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips\", \"asin\": \"B07VXJWSJ8\", \"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\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer\", \"asin\": \"B003B6S36S\", \"price\": \"$112.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone\", \"asin\": \"B0B89P16MC\", \"price\": \"$299.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"BaBylissPRO Ceramix Xtreme Hair Dryer\", \"asin\": \"B08FP1D431\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White\", \"asin\": \"B0CL6MF1TM\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black\", \"asin\": \"B08HYY6CQJ\", \"price\": \"$45.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"B0DQKXHFC3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)\", \"asin\": \"B097CNMZF5\", \"price\": \"$39.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments\", \"asin\": \"B07TMQDDLY\", \"price\": \"$45.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer\", \"asin\": \"B0BLJ2HVVZ\", \"price\": \"$199.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer\", \"asin\": \"B003FBG88E\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B0012DL8B4\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W\", \"asin\": \"B0CBLQT9SV\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.\", \"asin\": \"B005B9NWRS\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power\", \"asin\": \"B08BX1V2J6\", \"price\": \"$25.66\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer\", \"asin\": \"B001FXYHCS\", \"price\": \"$99.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, slopehill Professional Foldable Blow Dryer, Ionic Hairdryer, High-Speed Blowdryer for Fast Drying, Portable Compact for Travel, Magnetic Diffuser & Nozzle, LCD Display\", \"asin\": \"B0C96R1KTZ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:51:39.517Z\", // 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
|
2025-03-29T23:51:39.517Z
|
click_product
|
B0DR5B3C7X
|
rule
|
2025-03-29T23:51:39.517Z
|
train
| 2,924 |
2025-03-29T23:51:39.517Z
|
click_product
|
B0DR5B3C7X
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray", "asin": "B0DHTMYMML", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)", "asin": "B0C9TVQ1ZG", "price": "$59.99", "quantity": ""},
{"title": "High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "B0DHZGVKZN", "price": "$63.73", "quantity": ""},
{"title": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling", "asin": "B0DHFVKK8N", "price": "$35.99", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "quantity": ""},
{"title": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling", "asin": "B0DHFVKK8N", "price": "$35.99", "quantity": ""}],
"ads": [{"title": "ELLA BELLA\u00ae Professional Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Suitable All Hair Types \u2022 Intelligent Heat Control & Rapid Drying Speeds \u2022 Lightweight Design \u2022 Low Noise Technology", "asin": "B0C5DX5TT2"}],
"search_results": [{"title": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling", "asin": "B0DHFVKK8N", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men", "asin": "B0CXXLCFMG", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel", "asin": "B089SLN2DC", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "CONFU Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men", "asin": "B0DDC9GZW7", "price": "$84.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)", "asin": "B003TQPRGY", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set", "asin": "B00MMRFUG8", "price": "$19.16", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use", "asin": "B0DRN4XBF6", "price": "$79.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)", "asin": "B0C9TVQ1ZG", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink", "asin": "B000E8PG98", "price": "$17.62", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer", "asin": "B000094ZDX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)", "asin": "B008QMQXQY", "price": "$18.34", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731", "asin": "B0DDZ8P7FV", "price": "$169.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Dyson Supersonic\u2122 Hair Dryer", "asin": "B0B4T6RTZ2", "price": "$429.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Revlon 1875 Watt Full-Size Turbo Dryer, Black", "asin": "B017BGO9FC", "price": "$14.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic", "asin": "B091KB6H1F", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Conair 1875 Watt Shine & Style Hair Dryer", "asin": "B098XXTVMF", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips", "asin": "B07VXJWSJ8", "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": "SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)", "asin": "B08621GBMF", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer", "asin": "B003B6S36S", "price": "$112.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone", "asin": "B0B89P16MC", "price": "$299.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men", "asin": "B0CXXLCFMG", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "BaBylissPRO Ceramix Xtreme Hair Dryer", "asin": "B08FP1D431", "price": "$74.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White", "asin": "B0CL6MF1TM", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black", "asin": "B08HYY6CQJ", "price": "$45.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "B0DQKXHFC3", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)", "asin": "B097CNMZF5", "price": "$39.88", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments", "asin": "B07TMQDDLY", "price": "$45.30", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer", "asin": "B009ZPMPGI", "price": "$21.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer", "asin": "B0BLJ2HVVZ", "price": "$199.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer", "asin": "B003FBG88E", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer", "asin": "B0012DL8B4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle", "asin": "B07KN63XZH", "price": "$42.47", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W", "asin": "B0CBLQT9SV", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.", "asin": "B005B9NWRS", "price": "$66.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power", "asin": "B08BX1V2J6", "price": "$25.66", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer", "asin": "B001FXYHCS", "price": "$99.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, slopehill Professional Foldable Blow Dryer, Ionic Hairdryer, High-Speed Blowdryer for Fast Drying, Portable Compact for Travel, Magnetic Diffuser & Nozzle, LCD Display", "asin": "B0C96R1KTZ", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}]
<|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": "2025-03-29T23:51:39.517Z", // 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_action>click_product</answer_action><answer_argument>B0DR5B3C7X</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0DR5B3C7X</answer_argument>",
"index": 2924,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000RPM Fast Drying Blow Dryer, 500 Millions Negative Ionic High Speed Hair Dryer Professional Care Blow Dryer, Thermo-Control Low Noise with Magnetic Nozzle & Diffuser, Gray\", \"asin\": \"B0DHTMYMML\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"High-Speed Ionic Hair Dryer: 150000 RPM Brushless Motor 500 Millions Negative Ionic Care Blow Dryer for Fast Drying Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"B0DHZGVKZN\", \"price\": \"$63.73\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"ELLA BELLA\\u00ae Professional Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Suitable All Hair Types \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0C5DX5TT2\"}],\n\"search_results\": [{\"title\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling\", \"asin\": \"B0DHFVKK8N\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CONFU Ionic Blow Dryer 1600W, Portable Lightweight Fast Drying Negative Ion Hairdryer Blowdryer, 3 Heat Settings & Infinity Speed, with Diffuser and Concentrator Nozzle for Home & Travel\", \"asin\": \"B089SLN2DC\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CONFU Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"REVLON Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Remington Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 100,000 RPM High-Speed Blow Dryers for Women & Men, Fast-Drying, 500 Million Negative Ions, Heat-Control, Low-Noise with Diffuser & Nozzle, Compact Foldable for Home Travel Use\", \"asin\": \"B0DRN4XBF6\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Conair Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, zhiyangfei Negative Ion Blow Dryer for Women Men, 110, 000 RPM Brushless Motor, 3 Heat Settings, 360\\u00b0 Rotating Magnetic Nozzle, High-Speed Low Noise Hair Dryer for Home and Travel (Black)\", \"asin\": \"B0C9TVQ1ZG\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"REVLON Volume Booster Hair Dryer with Diffuser | Voluminous Lift and Body | 1875W Blow Dryer with Ionic Technology for Salon Styled Finish with Less Frizz (Green)\", \"asin\": \"B008QMQXQY\", \"price\": \"$18.34\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Shark SpeedStyle Pro Professional Performance High-Velocity Hair Dryer System with Scalp Shield and IQ Speed Styling & Drying Suite, Straight and Wavy Hair, Lightweight, Ionic, No Heat Damage, HD731\", \"asin\": \"B0DDZ8P7FV\", \"price\": \"$169.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Dyson Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Revlon 1875 Watt Full-Size Turbo Dryer, Black\", \"asin\": \"B017BGO9FC\", \"price\": \"$14.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BaBylissPRO Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Conair 1875 Watt Shine & Style Hair Dryer\", \"asin\": \"B098XXTVMF\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KISS 1875 Watt Pro Tourmaline Ceramic Hair Dryer, 3 Heat Settings, 2 Speed Slide Switch, Cool Shot Button, 2 Detangler Combs, 1 Concentrator, 1 Diffuser, Removable Filter Cap & 4 Sectioning Clips\", \"asin\": \"B07VXJWSJ8\", \"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\": \"SHRATE Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Portofino Hair Dryer - Professional 2000 Watt Blow Dryer\", \"asin\": \"B003B6S36S\", \"price\": \"$112.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Shark HD430 FlexStyle Air Styling & Drying System, Powerful Hair Dryer Brush & Multi-Styler with Auto-Wrap Curlers, Paddle Brush, Oval Brush, Concentrator Attachment, Stone\", \"asin\": \"B0B89P16MC\", \"price\": \"$299.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"ANIEKIN Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"BaBylissPRO Ceramix Xtreme Hair Dryer\", \"asin\": \"B08FP1D431\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Wavytalk Blow Dryer with Diffuser, Mini Hair Dryer with Folding Handle, 1600W Quiet Lightweight Hairdryer with Diffuser Compact Design, Pinky White\", \"asin\": \"B0CL6MF1TM\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOHN Super Fast Drying Hair Dryer, Ionic 2200W Professional Salon Blow Dryer, 2 Concentrator Nozzles, Blast Turbo 6900, Black\", \"asin\": \"B08HYY6CQJ\", \"price\": \"$45.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"B0DQKXHFC3\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"REVLON One-Step Volumizer Hair Dryer and Styler, Improved Motor for Less Frizz, More Shine, and Reduced Heat Damage for Salon Style Round Brush for Blowout, Black (Amazon Exclusive)\", \"asin\": \"B097CNMZF5\", \"price\": \"$39.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CHI 1875 Series Hair Dryer, Blow Dryer For Ultra-Fast Hair Drying, Reduces Frizz & Increases Shine, Nozzle & Diffuser Attachments\", \"asin\": \"B07TMQDDLY\", \"price\": \"$45.30\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"BaBylissPRO Nano Titanium Italian Rapido Hair Dryer - Professional, Lightweight 2000 Watt Blow Dryer\", \"asin\": \"B0BLJ2HVVZ\", \"price\": \"$199.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Hair Dryer, 1875W Full Size Hair Dryer with Ionic Conditioning, Blow Dryer\", \"asin\": \"B003FBG88E\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Conair Travel Hair Dryer with Dual Voltage, 1875W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B0012DL8B4\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nicebay Ionic Hair Dryer with Diffuser, Professional Blow Dryer with 3 Attachments, 110000RPM High-Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, 1600W\", \"asin\": \"B0CBLQT9SV\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"RUSK Engineering W8less Professional 2000 Watt Dryer, 7 Speed Settings, Lightweight.\", \"asin\": \"B005B9NWRS\", \"price\": \"$66.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Remington Pro Wet2style Hair Dryer, With Ionic & Ceramic Drying Technology, Mauve, 1875 Watts of Drying Power\", \"asin\": \"B08BX1V2J6\", \"price\": \"$25.66\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Elchim Classic 2001 High Pressure Hair Dryer - 1875 Watt Quick Dry Professional Salon Blow Dryer\", \"asin\": \"B001FXYHCS\", \"price\": \"$99.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, slopehill Professional Foldable Blow Dryer, Ionic Hairdryer, High-Speed Blowdryer for Fast Drying, Portable Compact for Travel, Magnetic Diffuser & Nozzle, LCD Display\", \"asin\": \"B0C96R1KTZ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:51:39.517Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pink\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:51:49.357Z\", // 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
|
2025-03-29T23:51:49.357Z
|
click
|
other
|
rule
|
2025-03-29T23:51:49.357Z
|
train
| 2,925 |
2025-03-29T23:51:49.357Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
<|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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"product_details": [{"asin": "B0DR5B3C7X"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)"},
{"price": "$56.98"},
{"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "Pink"}],
"promotion_items": [{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""}],
"comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "B0D9657FZ3", "price": "$50.37"},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "B0DP2K1B96", "price": "$79.99"},
{"title": "High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle", "asin": "B0DQPN3B9F", "price": "$59.99"},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "B0DSH9BQ7X", "price": "$49.79"}]
<|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": "2025-03-29T23:51:49.357Z", // 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_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 2925,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pink\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:51:49.357Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:51:54.062Z\", // 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
|
2025-03-29T23:51:54.062Z
|
click
|
product_option
|
rule
|
2025-03-29T23:51:54.062Z
|
train
| 2,926 |
2025-03-29T23:51:54.062Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"product_details": [{"asin": "B0DR5B3C7X"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)"},
{"price": "$56.98"},
{"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "White"}],
"promotion_items": [{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""}],
"comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "B0D9657FZ3", "price": "$50.37"},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "B0DP2K1B96", "price": "$79.99"},
{"title": "High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle", "asin": "B0DQPN3B9F", "price": "$59.99"},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "B0DSH9BQ7X", "price": "$49.79"}]
<|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": "2025-03-29T23:51:54.062Z", // 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_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 2926,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:51:54.062Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B8SSV\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pink\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"B0DGG75N44\", \"price\": \"$64.98\"}]\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\": \"2025-03-29T23:51:57.744Z\", // 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
|
2025-03-29T23:51:57.744Z
|
click
|
product_option
|
rule
|
2025-03-29T23:51:57.744Z
|
train
| 2,927 |
2025-03-29T23:51:57.744Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"product_details": [{"asin": "B0DR5B8SSV"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)"},
{"price": "$56.98"},
{"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "Pink"}],
"promotion_items": [{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""}],
"comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99"},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "B0DGG75N44", "price": "$64.98"}]
<|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": "2025-03-29T23:51:57.744Z", // 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_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 2927,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B8SSV\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pink\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"B0DGG75N44\", \"price\": \"$64.98\"}]\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\": \"2025-03-29T23:51:57.744Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:52:01.820Z\", // 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
|
2025-03-29T23:52:01.820Z
|
click
|
product_option
|
rule
|
2025-03-29T23:52:01.820Z
|
train
| 2,928 |
2025-03-29T23:52:01.820Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"product_details": [{"asin": "B0DR5B3C7X"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)"},
{"price": "$56.98"},
{"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "White"}],
"promotion_items": [{"title": "Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""}],
"comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "B0D9657FZ3", "price": "$50.37"},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "B0DP2K1B96", "price": "$79.99"},
{"title": "High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle", "asin": "B0DQPN3B9F", "price": "$59.99"},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "B0DSH9BQ7X", "price": "$49.79"}]
<|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": "2025-03-29T23:52:01.820Z", // 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_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 2928,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B3C7X\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Slopehill Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"B0D9657FZ3\", \"price\": \"$50.37\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"B0DP2K1B96\", \"price\": \"$79.99\"},\n{\"title\": \"High Speed Hair Dryer, warmmama Ionic Blow Dryer 110000RPM 1500W Brushless Motor Fast Drying Thermo-Control Lightweight, Travel Hair Dryer for Women with Diffuser and Nozzle\", \"asin\": \"B0DQPN3B9F\", \"price\": \"$59.99\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"B0DSH9BQ7X\", \"price\": \"$49.79\"}]\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\": \"2025-03-29T23:52:01.820Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B8SSV\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"B0DGG75N44\", \"price\": \"$64.98\"}]\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\": \"2025-03-29T23:52:05.683Z\", // 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
|
2025-03-29T23:52:05.683Z
|
purchase
|
B0DR5B8SSV
|
rule
|
2025-03-29T23:52:05.683Z
|
train
| 2,929 |
2025-03-29T23:52:05.683Z
|
purchase
|
B0DR5B8SSV
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "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": "hair dryer"}],
"cart_items": [{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"product_details": [{"asin": "B0DR5B8SSV"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)"},
{"price": "$56.98"},
{"bullet_list": "\u3010Ultra-Fast Drying \u2013 5\u00d7 Faster, 80% More Efficient\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\u2014delivering 5\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \u3010Ionic Hair Care \u2013 Say Goodbye to Frizz & Static\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \u3010Smart Temperature Control with LED\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \u2013 Hot Air: Ideal for fast drying and styling, Orange Light \u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \u3010Lightweight Quiet and Safe for Home, Travel, Salon\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\u00b0Magnetic concentrator nozzle \u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\u2014anytime, anywhere. \u3010Please Note\u3011: What\u2019s Included 1\u00d7 Hair Dryer | 1\u00d7 US ALCI Safety Plug | 1\u00d7 Magnetic Nozzle | 1\u00d7 Premium Gift Box | 1\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\u2014do not reach into the water!"}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "White"}],
"promotion_items": [{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...", "asin": "B0D672M7WW", "price": "$81.65", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...", "asin": "B0DDWR4VWK", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...", "asin": "B0DRG48M24", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...", "asin": "B0DLVXXVPH", "price": "$59.49", "quantity": ""},
{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""}],
"comparison_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99"},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "B0DGG75N44", "price": "$64.98"}]
<|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": "2025-03-29T23:52:05.683Z", // 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_action>purchase</answer_action><answer_argument>B0DR5B8SSV</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B0DR5B8SSV</answer_argument>",
"index": 2929,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"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\": \"hair dryer\"}],\n\"cart_items\": [{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"product_details\": [{\"asin\": \"B0DR5B8SSV\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\"},\n{\"price\": \"$56.98\"},\n{\"bullet_list\": \"\\u3010Ultra-Fast Drying \\u2013 5\\u00d7 Faster, 80% More Efficient\\u3011: Coolpub High-Speed Hair Dryer features the latest HPD brushless motor, operating at an astounding 180,000 RPM\\u2014delivering 5\\u00d7 faster drying than conventional dryers. Designed to cut your drying time significantly, the blow dryer utilizes a powerful 36m/s airflow, ensuring: Short hair dries in just 1 minute, Medium-length hair dries in 2 minutes, Long hair is fully dry in just 4 minutes. Whether you\\u2019re rushing out in the morning or winding down after a long day, Our hair dryers for women ensures quick, efficient, and effortless styling, so you can focus on looking your best. \\u3010Ionic Hair Care \\u2013 Say Goodbye to Frizz & Static\\u3011: Harnessing the power of 500 million negative ions, Our ionic hair dryer nourishes, repairs, and shields your hair from damage: Eliminates frizz & static, leaving your hair soft and sleek, Reduces tangles & breakage, making brushing and styling easier, Locks in moisture, forming a protective layer that keeps your hair healthy, hydrated, and radiant.Our secadora de pelo para mujer Unlike traditional dryers that strip hair of its natural moisture, Coolpub hairdryer ionic technology helps retain hydration, making your hair more manageable and shinier after every use. \\u3010Smart Temperature Control with LED\\u3011Precise Heat secador de pelo profesionalfor Ultimate Hair Protection, Equipped with an innovative LED ring, this hair blow dryer allows you to easily select your preferred heat setting: Red Light \\u2013 Hot Air: Ideal for fast drying and styling, Orange Light \\u2013 Warm Air: Perfect for gentle drying to protect delicate hair, Blue Light \\u2013 Cool Air: Sets your style and reduces heat exposure.small hair dryer customize your drying experience with 4 temperature modes (cool/warm/hot/cold and Hot circulation), 2 speed settings. Built-in NTC intelligent temperature control sensor monitors and adjusts heat 120 times avoid overheating damage to hair and protect your hair \\u3010Lightweight Quiet and Safe for Home, Travel, Salon\\u3011: Our travel hair dryer designed for comfort and convenience : Weighs only 0.80 lb \\u2013 Lighter than a cup of coffee. 8-layer noise reduction technology \\u2013 Operates under 30 dB, ensuring a quiet and relaxing drying experience, UL-certified ALCI safety plug \\u2013 Enhanced protection for safe and reliable use our blow dryers for women. 360\\u00b0Magnetic concentrator nozzle \\u2013 Delivers focused airflow for precise styling.travel blow dryer built-in the tight filter mesh prevents hair from being drawn in. Whether you\\u2019re styling sleek straight hair or defining curls, the mini hair dryer professional delivers powerful yet gentle performance\\u2014anytime, anywhere. \\u3010Please Note\\u3011: What\\u2019s Included 1\\u00d7 Hair Dryer | 1\\u00d7 US ALCI Safety Plug | 1\\u00d7 Magnetic Nozzle | 1\\u00d7 Premium Gift Box | 1\\u00d7 Instruction Manual | Lifetime Customer Support for worry-free use. Before using this appliance, carefully read and follow the instructions in the user manual! WARNING: To reduce the risk of electric shock, do not place or store the appliance where it could fall or be pulled into a bathtub, sink, or any other water source. Keep it away from water and other liquids at all times. Never immerse or drop the appliance into water or any other liquid. If the appliance falls into water, unplug it immediately\\u2014do not reach into the water!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ion...\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fas...\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Nega...\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low No...\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional L...\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic ...\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow ...\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"B0DGG75N44\", \"price\": \"$64.98\"}]\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\": \"2025-03-29T23:52:05.683Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:52:19.891Z\", // 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
|
2025-03-29T23:52:19.891Z
|
input
|
vegetable chopper
|
rule
|
2025-03-29T23:52:19.891Z
|
train
| 2,930 |
2025-03-29T23:52:19.891Z
|
input
|
vegetable chopper
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|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": ""}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified", "asin": "B0DS3T7WMJ", "price": "$55.99", "quantity": ""},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "quantity": ""},
{"title": "Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White", "asin": "B0DPHBPMG7", "price": "$71.98", "quantity": ""},
{"title": "T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "", "quantity": ""},
{"title": "Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)", "asin": "B0DRS15C8K", "price": "", "quantity": ""},
{"title": "dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair", "asin": "B0CXPQZZPZ", "price": "", "quantity": ""},
{"title": "Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle", "asin": "B0C643LJRW", "price": "", "quantity": ""},
{"title": "Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey", "asin": "", "price": "$6.75", "quantity": ""},
{"title": "DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray", "asin": "", "price": "$63.92", "quantity": ""},
{"title": "Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey", "asin": "", "price": "$35.67", "quantity": ""},
{"title": "COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray", "asin": "", "price": "", "quantity": ""},
{"title": "KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\"x8\"", "asin": "", "price": "", "quantity": ""},
{"title": "Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic", "asin": "", "price": "", "quantity": ""},
{"title": "LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H", "asin": "", "price": "", "quantity": ""},
{"title": "Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey", "asin": "", "price": "", "quantity": ""},
{"title": "Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy", "asin": "", "price": "", "quantity": ""},
{"title": "Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control", "asin": "", "price": "$47.49", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "", "price": "$33.99", "quantity": ""},
{"title": "Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use", "asin": "", "price": "", "quantity": ""},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types", "asin": "", "price": "$59.97", "quantity": ""},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "", "price": "$69.99", "quantity": ""},
{"title": "KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)", "asin": "", "price": "$49.97", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "", "price": "$59.49", "quantity": ""},
{"title": "RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types", "asin": "", "price": "$99.97", "quantity": ""},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "", "price": "$49.79", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "", "price": "", "quantity": ""},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)", "asin": "", "price": "", "quantity": ""},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "", "price": "", "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": "2025-03-29T23:52:19.891Z", // 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_action>input</answer_action><answer_argument>vegetable chopper</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>vegetable chopper</answer_argument>",
"index": 2930,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:52:19.891Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"vegetable chopper\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper\", \"asin\": \"B0CWF8L7ZZ\", \"price\": \"$56.49\", \"quantity\": \"\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)\", \"asin\": \"B0D8748SVP\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)\", \"asin\": \"B0CD6QTS3J\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\\\"+3/8\\\"+1/2\\\" Blades)\", \"asin\": \"B09Q356XJD\", \"price\": \"$106.71\", \"quantity\": \"\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"quantity\": \"\"},\n{\"title\": \"Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White\", \"asin\": \"B0D4Z35BVC\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White\", \"asin\": \"B0DPFMGYVF\", \"price\": \"$22.09\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\"}],\n\"search_results\": [{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter\", \"asin\": \"B0D6JW9M5Z\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey\", \"asin\": \"B07Z3K23G2\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\\u2026\", \"asin\": \"B09YH5CPQP\", \"price\": \"$23.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey\", \"asin\": \"B0DCKCK326\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray\", \"asin\": \"B0DHZ1RH87\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper\", \"asin\": \"B08N9Q24M9\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits\", \"asin\": \"B0DHXC35XL\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)\", \"asin\": \"B0DJL1DNM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad\", \"asin\": \"B09SNY6CWZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer\", \"asin\": \"B0CFKXSQQB\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White\", \"asin\": \"B09TDJ82CR\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle\", \"asin\": \"B0DPFN8S96\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable Chopper, White\", \"asin\": \"B09WFWN76D\", \"price\": \"$22.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe\", \"asin\": \"B0D7HR6R52\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)\", \"asin\": \"B06Y2GZWCJ\", \"price\": \"$21.75\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)\", \"asin\": \"B07VG4S38C\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe\", \"asin\": \"B000I6JZWA\", \"price\": \"$19.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\\\" x 3.9\\\" x 3.9\\\"\", \"asin\": \"B007TFNSLC\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)\", \"asin\": \"B0BQCSGC64\", \"price\": \"$23.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)\", \"asin\": \"B0D5Q9FHMD\", \"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\": \"GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts\", \"asin\": \"B0BRMM85HG\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray\", \"asin\": \"B07YWCHX5V\", \"price\": \"$17.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen\", \"asin\": \"B0963PZB9L\", \"price\": \"$80.99\", \"delivery\": \"FREE delivery Fri, Apr 4 for Prime members\"},\n{\"title\": \"KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver\", \"asin\": \"B01LX8I3R3\", \"price\": \"$54.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)\", \"asin\": \"B0DBJ8Q1SB\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\\\", 3/8\\\", 1/4\\\" & 8-Wedge Blades\", \"asin\": \"B07JVGLWWY\", \"price\": \"$81.99\", \"delivery\": \"FREE delivery Apr 2 - 4\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)\", \"asin\": \"B0B41NL1JC\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey\", \"asin\": \"B096Z5C4LK\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe\", \"asin\": \"B01LYR6VNZ\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)\", \"asin\": \"B07DKDNMS3\", \"price\": \"$15.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White\", \"asin\": \"B01BKWJ86I\", \"price\": \"$17.42\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon.\"},\n{\"title\": \"ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)\", \"asin\": \"B09YH81B9Z\", \"price\": \"$36.54\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"DASH Safe Slice\\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey\", \"asin\": \"B07XZYXYK9\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White\", \"asin\": \"B0DBF4M2S6\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\\\" 3/8\\\" 1/2\\\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom\", \"asin\": \"B09PQWGJCS\", \"price\": \"$89.99\", \"delivery\": \"FREE delivery Mon, Apr 7 for Prime members\"},\n{\"title\": \"Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC\", \"asin\": \"B0000645YM\", \"price\": \"$29.22\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)\", \"asin\": \"B0DPJ5GQ7M\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY\", \"asin\": \"B01AXM4WV2\", \"price\": \"$199.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red\", \"asin\": \"B0CL7NDPL1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance\", \"asin\": \"B09R1FBGM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup\", \"asin\": \"B004QGXND0\", \"price\": \"$34.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Progressive International Onion Chopper \\u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping\", \"asin\": \"B00OD0LYXU\", \"price\": \"$17.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry\", \"asin\": \"B004HINF3U\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc\", \"asin\": \"B07ZCQ4LPN\", \"price\": \"$22.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)\", \"asin\": \"B0D8B1ZR84\", \"price\": \"$24.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking\", \"asin\": \"B07YZ4D737\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White\", \"asin\": \"B08Q3WC3B9\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:52:51.250Z\", // 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
|
2025-03-29T23:52:51.250Z
|
click
|
search
|
rule
|
2025-03-29T23:52:51.250Z
|
train
| 2,931 |
2025-03-29T23:52:51.250Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
<|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": "vegetable chopper"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper", "asin": "B0CWF8L7ZZ", "price": "$56.49", "quantity": ""},
{"title": "All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material", "asin": "B0CWV7XJ7D", "price": "$59.99", "quantity": ""},
{"title": "Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)", "asin": "B0D8748SVP", "price": "$18.69", "quantity": ""},
{"title": "Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)", "asin": "B0CD6QTS3J", "price": "$16.99", "quantity": ""},
{"title": "Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\"+3/8\"+1/2\" Blades)", "asin": "B09Q356XJD", "price": "$106.71", "quantity": ""},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "quantity": ""},
{"title": "Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)", "asin": "B0DNYHKDBR", "price": "$19.54", "quantity": ""},
{"title": "Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White", "asin": "B0D4Z35BVC", "price": "$12.99", "quantity": ""},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "quantity": ""},
{"title": "KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White", "asin": "B0DPFMGYVF", "price": "$22.09", "quantity": ""}],
"ads": [{"title": "Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)", "asin": "B0764HS4SL"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)", "asin": "B0D5DM9YHB"},
{"title": "Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)", "asin": "B0BHSXFTGH"}],
"search_results": [{"title": "Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic", "asin": "B08YRM8CPM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)", "asin": "B08Y8DYT6P", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter", "asin": "B0D6JW9M5Z", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey", "asin": "B07Z3K23G2", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\u2026", "asin": "B09YH5CPQP", "price": "$23.84", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)", "asin": "B0764HS4SL", "price": "$24.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey", "asin": "B0DCKCK326", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray", "asin": "B0DHZ1RH87", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper", "asin": "B08N9Q24M9", "price": "$24.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits", "asin": "B0DHXC35XL", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)", "asin": "B0DJL1DNM3", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad", "asin": "B09SNY6CWZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer", "asin": "B0CFKXSQQB", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White", "asin": "B09TDJ82CR", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)", "asin": "B0BHSXFTGH", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle", "asin": "B0DPFN8S96", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "OXO Good Grips Vegetable Chopper, White", "asin": "B09WFWN76D", "price": "$22.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)", "asin": "B08Y8DYT6P", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)", "asin": "B0DNYHKDBR", "price": "$19.54", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe", "asin": "B0D7HR6R52", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)", "asin": "B06Y2GZWCJ", "price": "$21.75", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic", "asin": "B08YRM8CPM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)", "asin": "B07VG4S38C", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe", "asin": "B000I6JZWA", "price": "$19.55", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\" x 3.9\" x 3.9\"", "asin": "B007TFNSLC", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)", "asin": "B0BQCSGC64", "price": "$23.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)", "asin": "B0D5Q9FHMD", "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": "GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts", "asin": "B0BRMM85HG", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)", "asin": "B0D5DM9YHB", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray", "asin": "B07YWCHX5V", "price": "$17.84", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen", "asin": "B0963PZB9L", "price": "$80.99", "delivery": "FREE delivery Fri, Apr 4 for Prime members"},
{"title": "KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver", "asin": "B01LX8I3R3", "price": "$54.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)", "asin": "B0DBJ8Q1SB", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\", 3/8\", 1/4\" & 8-Wedge Blades", "asin": "B07JVGLWWY", "price": "$81.99", "delivery": "FREE delivery Apr 2 - 4"},
{"title": "Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)", "asin": "B0B41NL1JC", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey", "asin": "B096Z5C4LK", "price": "$12.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe", "asin": "B01LYR6VNZ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)", "asin": "B07DKDNMS3", "price": "$15.38", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White", "asin": "B01BKWJ86I", "price": "$17.42", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon."},
{"title": "ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)", "asin": "B09YH81B9Z", "price": "$36.54", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "DASH Safe Slice\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey", "asin": "B07XZYXYK9", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White", "asin": "B0DBF4M2S6", "price": "$16.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\" 3/8\" 1/2\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom", "asin": "B09PQWGJCS", "price": "$89.99", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC", "asin": "B0000645YM", "price": "$29.22", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)", "asin": "B0DPJ5GQ7M", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY", "asin": "B01AXM4WV2", "price": "$199.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red", "asin": "B0CL7NDPL1", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance", "asin": "B09R1FBGM3", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup", "asin": "B004QGXND0", "price": "$34.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Progressive International Onion Chopper \u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping", "asin": "B00OD0LYXU", "price": "$17.47", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry", "asin": "B004HINF3U", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material", "asin": "B0CWV7XJ7D", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc", "asin": "B07ZCQ4LPN", "price": "$22.09", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)", "asin": "B0D8B1ZR84", "price": "$24.65", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking", "asin": "B07YZ4D737", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White", "asin": "B08Q3WC3B9", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}]
<|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": "2025-03-29T23:52:51.250Z", // 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_action>click</answer_action><answer_argument>search</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>search</answer_argument>",
"index": 2931,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"vegetable chopper\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper\", \"asin\": \"B0CWF8L7ZZ\", \"price\": \"$56.49\", \"quantity\": \"\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)\", \"asin\": \"B0D8748SVP\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)\", \"asin\": \"B0CD6QTS3J\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\\\"+3/8\\\"+1/2\\\" Blades)\", \"asin\": \"B09Q356XJD\", \"price\": \"$106.71\", \"quantity\": \"\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"quantity\": \"\"},\n{\"title\": \"Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White\", \"asin\": \"B0D4Z35BVC\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White\", \"asin\": \"B0DPFMGYVF\", \"price\": \"$22.09\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\"}],\n\"search_results\": [{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter\", \"asin\": \"B0D6JW9M5Z\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey\", \"asin\": \"B07Z3K23G2\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\\u2026\", \"asin\": \"B09YH5CPQP\", \"price\": \"$23.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey\", \"asin\": \"B0DCKCK326\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray\", \"asin\": \"B0DHZ1RH87\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper\", \"asin\": \"B08N9Q24M9\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits\", \"asin\": \"B0DHXC35XL\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)\", \"asin\": \"B0DJL1DNM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad\", \"asin\": \"B09SNY6CWZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer\", \"asin\": \"B0CFKXSQQB\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White\", \"asin\": \"B09TDJ82CR\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle\", \"asin\": \"B0DPFN8S96\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable Chopper, White\", \"asin\": \"B09WFWN76D\", \"price\": \"$22.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe\", \"asin\": \"B0D7HR6R52\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)\", \"asin\": \"B06Y2GZWCJ\", \"price\": \"$21.75\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)\", \"asin\": \"B07VG4S38C\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe\", \"asin\": \"B000I6JZWA\", \"price\": \"$19.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\\\" x 3.9\\\" x 3.9\\\"\", \"asin\": \"B007TFNSLC\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)\", \"asin\": \"B0BQCSGC64\", \"price\": \"$23.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)\", \"asin\": \"B0D5Q9FHMD\", \"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\": \"GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts\", \"asin\": \"B0BRMM85HG\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray\", \"asin\": \"B07YWCHX5V\", \"price\": \"$17.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen\", \"asin\": \"B0963PZB9L\", \"price\": \"$80.99\", \"delivery\": \"FREE delivery Fri, Apr 4 for Prime members\"},\n{\"title\": \"KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver\", \"asin\": \"B01LX8I3R3\", \"price\": \"$54.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)\", \"asin\": \"B0DBJ8Q1SB\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\\\", 3/8\\\", 1/4\\\" & 8-Wedge Blades\", \"asin\": \"B07JVGLWWY\", \"price\": \"$81.99\", \"delivery\": \"FREE delivery Apr 2 - 4\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)\", \"asin\": \"B0B41NL1JC\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey\", \"asin\": \"B096Z5C4LK\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe\", \"asin\": \"B01LYR6VNZ\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)\", \"asin\": \"B07DKDNMS3\", \"price\": \"$15.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White\", \"asin\": \"B01BKWJ86I\", \"price\": \"$17.42\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon.\"},\n{\"title\": \"ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)\", \"asin\": \"B09YH81B9Z\", \"price\": \"$36.54\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"DASH Safe Slice\\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey\", \"asin\": \"B07XZYXYK9\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White\", \"asin\": \"B0DBF4M2S6\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\\\" 3/8\\\" 1/2\\\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom\", \"asin\": \"B09PQWGJCS\", \"price\": \"$89.99\", \"delivery\": \"FREE delivery Mon, Apr 7 for Prime members\"},\n{\"title\": \"Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC\", \"asin\": \"B0000645YM\", \"price\": \"$29.22\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)\", \"asin\": \"B0DPJ5GQ7M\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY\", \"asin\": \"B01AXM4WV2\", \"price\": \"$199.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red\", \"asin\": \"B0CL7NDPL1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance\", \"asin\": \"B09R1FBGM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup\", \"asin\": \"B004QGXND0\", \"price\": \"$34.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Progressive International Onion Chopper \\u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping\", \"asin\": \"B00OD0LYXU\", \"price\": \"$17.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry\", \"asin\": \"B004HINF3U\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc\", \"asin\": \"B07ZCQ4LPN\", \"price\": \"$22.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)\", \"asin\": \"B0D8B1ZR84\", \"price\": \"$24.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking\", \"asin\": \"B07YZ4D737\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White\", \"asin\": \"B08Q3WC3B9\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:52:51.250Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:52:54.357Z\", // 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
|
2025-03-29T23:52:54.357Z
|
input
|
vegetable chopper
|
rule
|
2025-03-29T23:52:54.357Z
|
train
| 2,932 |
2025-03-29T23:52:54.357Z
|
input
|
vegetable chopper
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "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": ""}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified", "asin": "B0DS3T7WMJ", "price": "$55.99", "quantity": ""},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "quantity": ""},
{"title": "Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White", "asin": "B0DPHBPMG7", "price": "$71.98", "quantity": ""},
{"title": "T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "", "quantity": ""},
{"title": "Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)", "asin": "B0DRS15C8K", "price": "", "quantity": ""},
{"title": "dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair", "asin": "B0CXPQZZPZ", "price": "", "quantity": ""},
{"title": "Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle", "asin": "B0C643LJRW", "price": "", "quantity": ""},
{"title": "Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey", "asin": "", "price": "$6.75", "quantity": ""},
{"title": "DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray", "asin": "", "price": "$63.92", "quantity": ""},
{"title": "Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey", "asin": "", "price": "$35.67", "quantity": ""},
{"title": "COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray", "asin": "", "price": "", "quantity": ""},
{"title": "KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\"x8\"", "asin": "", "price": "", "quantity": ""},
{"title": "Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic", "asin": "", "price": "", "quantity": ""},
{"title": "LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H", "asin": "", "price": "", "quantity": ""},
{"title": "Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey", "asin": "", "price": "", "quantity": ""},
{"title": "Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy", "asin": "", "price": "", "quantity": ""},
{"title": "Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control", "asin": "", "price": "$47.49", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "", "price": "$33.99", "quantity": ""},
{"title": "Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use", "asin": "", "price": "", "quantity": ""},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types", "asin": "", "price": "$59.97", "quantity": ""},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "", "price": "$69.99", "quantity": ""},
{"title": "KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)", "asin": "", "price": "$49.97", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "", "price": "$59.49", "quantity": ""},
{"title": "RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types", "asin": "", "price": "$99.97", "quantity": ""},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "", "price": "$49.79", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "", "price": "", "quantity": ""},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)", "asin": "", "price": "", "quantity": ""},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "", "price": "", "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": "2025-03-29T23:52:54.357Z", // 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_action>input</answer_action><answer_argument>vegetable chopper</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>vegetable chopper</answer_argument>",
"index": 2932,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:52:54.357Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"vegetable chopper\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper\", \"asin\": \"B0CWF8L7ZZ\", \"price\": \"$56.49\", \"quantity\": \"\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)\", \"asin\": \"B0D8748SVP\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)\", \"asin\": \"B0CD6QTS3J\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\\\"+3/8\\\"+1/2\\\" Blades)\", \"asin\": \"B09Q356XJD\", \"price\": \"$106.71\", \"quantity\": \"\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"quantity\": \"\"},\n{\"title\": \"Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White\", \"asin\": \"B0D4Z35BVC\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White\", \"asin\": \"B0DPFMGYVF\", \"price\": \"$22.09\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\"}],\n\"search_results\": [{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter\", \"asin\": \"B0D6JW9M5Z\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey\", \"asin\": \"B07Z3K23G2\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\\u2026\", \"asin\": \"B09YH5CPQP\", \"price\": \"$23.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey\", \"asin\": \"B0DCKCK326\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray\", \"asin\": \"B0DHZ1RH87\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper\", \"asin\": \"B08N9Q24M9\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits\", \"asin\": \"B0DHXC35XL\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)\", \"asin\": \"B0DJL1DNM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad\", \"asin\": \"B09SNY6CWZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer\", \"asin\": \"B0CFKXSQQB\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White\", \"asin\": \"B09TDJ82CR\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle\", \"asin\": \"B0DPFN8S96\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable Chopper, White\", \"asin\": \"B09WFWN76D\", \"price\": \"$22.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe\", \"asin\": \"B0D7HR6R52\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)\", \"asin\": \"B06Y2GZWCJ\", \"price\": \"$21.75\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)\", \"asin\": \"B07VG4S38C\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe\", \"asin\": \"B000I6JZWA\", \"price\": \"$19.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\\\" x 3.9\\\" x 3.9\\\"\", \"asin\": \"B007TFNSLC\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)\", \"asin\": \"B0BQCSGC64\", \"price\": \"$23.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)\", \"asin\": \"B0D5Q9FHMD\", \"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\": \"GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts\", \"asin\": \"B0BRMM85HG\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray\", \"asin\": \"B07YWCHX5V\", \"price\": \"$17.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen\", \"asin\": \"B0963PZB9L\", \"price\": \"$80.99\", \"delivery\": \"FREE delivery Fri, Apr 4 for Prime members\"},\n{\"title\": \"KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver\", \"asin\": \"B01LX8I3R3\", \"price\": \"$54.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)\", \"asin\": \"B0DBJ8Q1SB\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\\\", 3/8\\\", 1/4\\\" & 8-Wedge Blades\", \"asin\": \"B07JVGLWWY\", \"price\": \"$81.99\", \"delivery\": \"FREE delivery Apr 2 - 4\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)\", \"asin\": \"B0B41NL1JC\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey\", \"asin\": \"B096Z5C4LK\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe\", \"asin\": \"B01LYR6VNZ\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)\", \"asin\": \"B07DKDNMS3\", \"price\": \"$15.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White\", \"asin\": \"B01BKWJ86I\", \"price\": \"$17.42\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon.\"},\n{\"title\": \"ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)\", \"asin\": \"B09YH81B9Z\", \"price\": \"$36.54\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"DASH Safe Slice\\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey\", \"asin\": \"B07XZYXYK9\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White\", \"asin\": \"B0DBF4M2S6\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\\\" 3/8\\\" 1/2\\\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom\", \"asin\": \"B09PQWGJCS\", \"price\": \"$89.99\", \"delivery\": \"FREE delivery Mon, Apr 7 for Prime members\"},\n{\"title\": \"Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC\", \"asin\": \"B0000645YM\", \"price\": \"$29.22\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)\", \"asin\": \"B0DPJ5GQ7M\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY\", \"asin\": \"B01AXM4WV2\", \"price\": \"$199.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red\", \"asin\": \"B0CL7NDPL1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance\", \"asin\": \"B09R1FBGM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup\", \"asin\": \"B004QGXND0\", \"price\": \"$34.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Progressive International Onion Chopper \\u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping\", \"asin\": \"B00OD0LYXU\", \"price\": \"$17.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry\", \"asin\": \"B004HINF3U\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc\", \"asin\": \"B07ZCQ4LPN\", \"price\": \"$22.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)\", \"asin\": \"B0D8B1ZR84\", \"price\": \"$24.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking\", \"asin\": \"B07YZ4D737\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White\", \"asin\": \"B08Q3WC3B9\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:52:54.467Z\", // 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
|
2025-03-29T23:52:54.467Z
|
click
|
nav_bar
|
rule
|
2025-03-29T23:52:54.467Z
|
train
| 2,933 |
2025-03-29T23:52:54.467Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
<|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": "vegetable chopper"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper", "asin": "B0CWF8L7ZZ", "price": "$56.49", "quantity": ""},
{"title": "All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material", "asin": "B0CWV7XJ7D", "price": "$59.99", "quantity": ""},
{"title": "Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)", "asin": "B0D8748SVP", "price": "$18.69", "quantity": ""},
{"title": "Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)", "asin": "B0CD6QTS3J", "price": "$16.99", "quantity": ""},
{"title": "Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\"+3/8\"+1/2\" Blades)", "asin": "B09Q356XJD", "price": "$106.71", "quantity": ""},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "quantity": ""},
{"title": "Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)", "asin": "B0DNYHKDBR", "price": "$19.54", "quantity": ""},
{"title": "Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White", "asin": "B0D4Z35BVC", "price": "$12.99", "quantity": ""},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "quantity": ""},
{"title": "KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White", "asin": "B0DPFMGYVF", "price": "$22.09", "quantity": ""}],
"ads": [{"title": "Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)", "asin": "B0764HS4SL"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)", "asin": "B0D5DM9YHB"},
{"title": "Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)", "asin": "B0BHSXFTGH"}],
"search_results": [{"title": "Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic", "asin": "B08YRM8CPM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)", "asin": "B08Y8DYT6P", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter", "asin": "B0D6JW9M5Z", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey", "asin": "B07Z3K23G2", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\u2026", "asin": "B09YH5CPQP", "price": "$23.84", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)", "asin": "B0764HS4SL", "price": "$24.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey", "asin": "B0DCKCK326", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray", "asin": "B0DHZ1RH87", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper", "asin": "B08N9Q24M9", "price": "$24.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits", "asin": "B0DHXC35XL", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)", "asin": "B0DJL1DNM3", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad", "asin": "B09SNY6CWZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer", "asin": "B0CFKXSQQB", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White", "asin": "B09TDJ82CR", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)", "asin": "B0BHSXFTGH", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle", "asin": "B0DPFN8S96", "price": "$13.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "OXO Good Grips Vegetable Chopper, White", "asin": "B09WFWN76D", "price": "$22.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)", "asin": "B08Y8DYT6P", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)", "asin": "B0DNYHKDBR", "price": "$19.54", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe", "asin": "B0D7HR6R52", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)", "asin": "B06Y2GZWCJ", "price": "$21.75", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic", "asin": "B08YRM8CPM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray", "asin": "B097CW44Q5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion", "asin": "B0D6K54HCC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)", "asin": "B07VG4S38C", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe", "asin": "B000I6JZWA", "price": "$19.55", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\" x 3.9\" x 3.9\"", "asin": "B007TFNSLC", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)", "asin": "B0BQCSGC64", "price": "$23.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)", "asin": "B0D5Q9FHMD", "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": "GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts", "asin": "B0BRMM85HG", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)", "asin": "B0D5DM9YHB", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray", "asin": "B07YWCHX5V", "price": "$17.84", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen", "asin": "B0963PZB9L", "price": "$80.99", "delivery": "FREE delivery Fri, Apr 4 for Prime members"},
{"title": "KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver", "asin": "B01LX8I3R3", "price": "$54.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)", "asin": "B0DBJ8Q1SB", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\", 3/8\", 1/4\" & 8-Wedge Blades", "asin": "B07JVGLWWY", "price": "$81.99", "delivery": "FREE delivery Apr 2 - 4"},
{"title": "Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)", "asin": "B0B41NL1JC", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey", "asin": "B096Z5C4LK", "price": "$12.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe", "asin": "B01LYR6VNZ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)", "asin": "B07DKDNMS3", "price": "$15.38", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White", "asin": "B01BKWJ86I", "price": "$17.42", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon."},
{"title": "ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)", "asin": "B09YH81B9Z", "price": "$36.54", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "DASH Safe Slice\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey", "asin": "B07XZYXYK9", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White", "asin": "B0DBF4M2S6", "price": "$16.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\" 3/8\" 1/2\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom", "asin": "B09PQWGJCS", "price": "$89.99", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC", "asin": "B0000645YM", "price": "$29.22", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)", "asin": "B0DPJ5GQ7M", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY", "asin": "B01AXM4WV2", "price": "$199.95", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red", "asin": "B0CL7NDPL1", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance", "asin": "B09R1FBGM3", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup", "asin": "B004QGXND0", "price": "$34.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Progressive International Onion Chopper \u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping", "asin": "B00OD0LYXU", "price": "$17.47", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry", "asin": "B004HINF3U", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material", "asin": "B0CWV7XJ7D", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc", "asin": "B07ZCQ4LPN", "price": "$22.09", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)", "asin": "B0D8B1ZR84", "price": "$24.65", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking", "asin": "B07YZ4D737", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White", "asin": "B08Q3WC3B9", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}]
<|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": "2025-03-29T23:52:54.467Z", // 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_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 2933,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"vegetable chopper\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Vegetable Chopper, Veggie Chopper With 8 Blades, Onion Chopper with Container, Pro All-in-1 Food Chopper Vegetable Cutter, Grater, Dicer, Mandoline Slicer, Stainless steel materials Salad Chopper\", \"asin\": \"B0CWF8L7ZZ\", \"price\": \"$56.49\", \"quantity\": \"\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Ourokhome Vegetable Chopper Cutter with Container, Manual Hand Food Veggie Dicer with 2 Chopping Blades for Potato Strips, Onion Cubers, Carrot Sticks, Essential Kitchen Gadgets (2 in 1, Gray)\", \"asin\": \"B0D8748SVP\", \"price\": \"$18.69\", \"quantity\": \"\"},\n{\"title\": \"Geedel Vegetable Chopper, Onion Chopper Pro Food Chopper, Kitchen Vegetable Slicer Dicer Cutter Grater, Veggie Chopper with container for Salad Onion Potato Carrot (4 in 1, Red)\", \"asin\": \"B0CD6QTS3J\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Commercial Vegetable Fruit Chopper, Professional Potato Slicer, Manual Veggie Chopper Cutter Machine, French Fry Cutter Kitchen,Stainless Steel Blades with 3 Replacement (1/4\\\"+3/8\\\"+1/2\\\" Blades)\", \"asin\": \"B09Q356XJD\", \"price\": \"$106.71\", \"quantity\": \"\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"quantity\": \"\"},\n{\"title\": \"Cambom Mandoline Slicer Vegetable Slicer With 2 L Container for Potatoes, Tomatoes, Cucumbers, Carrots With 10 Blades White\", \"asin\": \"B0D4Z35BVC\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"KEOUKE Vegetable Chopper 3 Interchangeable Blades Onion Chopper Multi-functional Potato French Fry Cutter Manual Vegetable Cutter Dicer for Cucumber, Tomato, Carrot with Container & Storage Box, White\", \"asin\": \"B0DPFMGYVF\", \"price\": \"$22.09\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\"}],\n\"search_results\": [{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Slicer 13-in-1 with Spice Chopper Set 7 Blades Veggie Dicer Onion Fruit Cutter\", \"asin\": \"B0D6JW9M5Z\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"KEOUKE Vegetable Chopper 12in1 Veggie Chopper Slicer Cutter Food Dicer with Container Hand Guard Draining Basket, Grey\", \"asin\": \"B07Z3K23G2\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, Multifunctional 13 in 1 Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container\\u2026\", \"asin\": \"B09YH5CPQP\", \"price\": \"$23.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Spiralizer - Food Chopper with Container, Fruit Slicer, Kitchen Gadgets & Accessories, Home Essentials (4 in 1, White)\", \"asin\": \"B0764HS4SL\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mueller Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets & Essentials, White Sand/Grey\", \"asin\": \"B0DCKCK326\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, Kitchen Gadgets, Veggie Chopper, Food Chopper, Onion Chopper, Cucumber Slicer, Versatile Mandoline with 7 Blades, Includes Egg Separator & Finger Guard, Gray\", \"asin\": \"B0DHZ1RH87\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Mueller Pro-Series 10-in-1, 8 Blade Vegetable Chopper, Onion Mincer, Cutter, Dicer, Egg Slicer with Container, French Fry Cutter Potatoe Slicer, Home Essentials & Kitchen Gadgets, Salad Chopper\", \"asin\": \"B08N9Q24M9\", \"price\": \"$24.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, Multi-Functional 14 in 1 Food Chopper With 3 Blades and 5 Blades for Cutting Onions, Carrots, Tomatoes, Fruits\", \"asin\": \"B0DHXC35XL\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, 12-in-1 Multifunctional Food Chopper, Professional Onion Chopper with 7 Blades, Vegetable Cutter with Container for Salad, Potato, Carrot, and Garlic; Essential Kitchen Tool (Grey)\", \"asin\": \"B0DJL1DNM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper, RJISZTA 13 in 1 Kitchen Food Onion Vegetable Chopper Slicer Dicer Cutter with 8 Blades, Egg slicer,Storage Container for Tomato Potato Carrot Salad\", \"asin\": \"B09SNY6CWZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer, Food Veggie Chopper, Cheese Grater, Onion Vegetable Cutter with Container, Dicer, Kitchen Gadgets,Includes Bonus Egg Slicer\", \"asin\": \"B0CFKXSQQB\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Manual Food Processor Vegetable Chopper 2.3 Cup Small Mini Hand Pull String Onion Chopper Garlic Mincer Cutter with 3 Stainless Steel Blades - White\", \"asin\": \"B09TDJ82CR\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper, Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Gadgets, Home Essentials (6-in-1, White/Black)\", \"asin\": \"B0BHSXFTGH\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HomeHacks Vegetable Chopper Vegetable Cutter, 12 in 1 Kitchen Gadget, Dicer, Slicer, Onion Cutter, Salad, Cheese Grater & Egg Separator - Multi-Functional Veggie Chopper Lid with Handle\", \"asin\": \"B0DPFN8S96\", \"price\": \"$13.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable Chopper, White\", \"asin\": \"B09WFWN76D\", \"price\": \"$22.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper Mandoline Slicer,Veggie Chopper, Multifunctional 10 in 1 Food Choppers, Kitchen Vegetable Slicer Dicer Cutter,Onion Mincer,Cheese Grater,Colander Basket,Kitchen Gadgets (Gray/Green)\", \"asin\": \"B08Y8DYT6P\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Safe Mandoline Slicer, Vegetable Slicer, Potato Clips Slicer,Food Slicer,Thickness Adjustable 1-8mm for Cucumber Potato Carrot Lemon Only Slicer (White)\", \"asin\": \"B0DNYHKDBR\", \"price\": \"$19.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper: Pro Food Chopper with Stainless Steel Blade Chopper - Veggie Chopper with Container for Onion Salad Nut Slicer Dicer Cutter - Dishwasher Safe\", \"asin\": \"B0D7HR6R52\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hamilton Beach Electric Vegetable Chopper & Mini Food Processor, 3-Cup, 350 Watts, for Dicing, Mincing, and Puree, Black (72850)\", \"asin\": \"B06Y2GZWCJ\", \"price\": \"$21.75\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper,Senbowe Multifunctional 13-in-1 Food Choppers Onion Chopper Vegetable Slicer Cutter Dicer Veggie chopper with 8 Blades,Colander Basket,Container for Salad Potato Carrot Garlic\", \"asin\": \"B08YRM8CPM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cambom Manual Food Chopper Vegetable Cutter, Hand String Vegetable Chopper Onions Cutter for Vegetable Fruits Nuts BPA Free Food Safe Material, 550ml Gray\", \"asin\": \"B097CW44Q5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vegetable Chopper Manual Food Chopper with Container, Hand Pull String Veggie Cutter for Salad Garlic Nut Onion\", \"asin\": \"B0D6K54HCC\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar All-in-1 Vegetable Chopper and Mandoline Slicer for Kitchen - Cheese Grater, French Fry Cutter, Cheese Slicer - Bonus Handheld Spiralizer Included (6 in 1, Black/White)\", \"asin\": \"B07VG4S38C\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vidalia Chop Wizard, Vegetable and Fruit Chopper with 2 Cup Base, Stainless Steel Blades, Dishwasher Safe\", \"asin\": \"B000I6JZWA\", \"price\": \"$19.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cuisinart Chopper, Stainless Steel/Black, CTG-00-SCHP, 8.2\\\" x 3.9\\\" x 3.9\\\"\", \"asin\": \"B007TFNSLC\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro-Series 16-in-1 Vegetable Chopper, Dewpeton Mandoline Slicer, Veggie Chopper, Food Chopper with Container, Vegetable Cutter & Spiralizer for Onion Salad (Home Essential Gadget & Kitchen)\", \"asin\": \"B0BQCSGC64\", \"price\": \"$23.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"12-in-1 Vegetable Chopper, 7 Blade Veggie Chopper, Practical Food Chopper with Container, Cheese Grater, Home Essentials & Kitchen Gadgets(Green/Grey)\", \"asin\": \"B0D5Q9FHMD\", \"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\": \"GANIZA Food Processors, Electric Food Chopper with Meat Grinder & Vegetable Chopper - 2 Bowls (8 Cup+8 Cup) with Powerful 450W Copper Motor - Includes 2 Sets of Bi-Level Blades for Fruits/Meat/Nuts\", \"asin\": \"B0BRMM85HG\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer - Cheese Grater, Food Chopper with Container, Kitchen Accessories, Home Essentials (8 in 1, White)\", \"asin\": \"B0D5DM9YHB\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Ourokhome Vegetable Chopper Onion Cutter, 12 in 1 Professional Mandoline Slicer for Kitchen, Multifunctional Food Chopper for Potato, Tomato, Veggie with Strainer Basket, 8 Blades, Gray\", \"asin\": \"B07YWCHX5V\", \"price\": \"$17.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VEVOR Commercial Vegetable Chopper w/ 4 Replacement Blades, Stainless Steel French Fry Cutter Potato Dicer & Fruit Slicer for Restaurants & Home Kitchen\", \"asin\": \"B0963PZB9L\", \"price\": \"$80.99\", \"delivery\": \"FREE delivery Fri, Apr 4 for Prime members\"},\n{\"title\": \"KitchenAid KFC3516CU 3.5 Cup Food Chopper, Contour Silver\", \"asin\": \"B01LX8I3R3\", \"price\": \"$54.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Fullstar Vegetable Chopper and Mandoline Slicer for Kitchen, Food Chopper with Container & Lid, Cheese Grater (8 in 1 - White)\", \"asin\": \"B0DBJ8Q1SB\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"ROVSUN Commercial Vegetable Chopper French Fry Cutter with 4 Sizes Blades, Potato Dicer Slicer Fruit Chopper Stainless Steel for Restaurant, Home & Kitchen, 1/2\\\", 3/8\\\", 1/4\\\" & 8-Wedge Blades\", \"asin\": \"B07JVGLWWY\", \"price\": \"$81.99\", \"delivery\": \"FREE delivery Apr 2 - 4\"},\n{\"title\": \"Vegetable Chopper, Pro Onion Chopper, 14 in 1Multifunctional Food Chopper, Kitchen Vegetable Slicer Dicer Cutter,Veggie Chopper With 8 Blades,Carrot and Garlic Chopper With Container (Gray)\", \"asin\": \"B0B41NL1JC\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ourokhome Manual Food Processor Vegetable Chopper, Portable Hand Pull String Garlic Mincer Onion Cutter for Veggies, Ginger, Fruits, Nuts, Herbs, etc., 500ml, Grey\", \"asin\": \"B096Z5C4LK\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"BLACK+DECKER 1.5-Cup Electric Food Chopper, One Touch Pulse, 150W Motor, Stay-Sharp Blade, Dishwasher Safe\", \"asin\": \"B01LYR6VNZ\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHS Vegetable Chopper Slicer Veggie Chopper Dicer Cutter Multifunctional Food Chopper Onion Chopper Salad Potato Cutter Vegetable Chopper with Container (7 in 1,Green)\", \"asin\": \"B07DKDNMS3\", \"price\": \"$15.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"OXO Good Grips Vegetable and Onion Chopper with Easy Pour Opening White\", \"asin\": \"B01BKWJ86I\", \"price\": \"$17.42\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 9 left in stock - order soon.\"},\n{\"title\": \"ONCE FOR ALL Upgrade Safe Mandoline Slicer Plus, Biger Size, Adjustable Vegetable Food Chopper Potato Fries Cutter, Detachable Blade, Kitchen Chopping Artifact, Gift (SkyBlue)\", \"asin\": \"B09YH81B9Z\", \"price\": \"$36.54\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"DASH Safe Slice\\u00ae Mandoline Slicer, Julienne + Dicer for Vegetables, Meal Prep & More with 30+ Presets & Thickness Adjuster - Grey\", \"asin\": \"B07XZYXYK9\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Chopper Vegetable Cutter Food Chopper with Container Onion Chopper Dicer Vegetable Chopper Veggie Chopper Garlic Chopper Nut Chopper Manual Hand, White\", \"asin\": \"B0DBF4M2S6\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"VEVOR Commercial Vegetable Fruit Chopper, Stainless Steel French Fry Cutter w/ 4 Blades 1/4\\\" 3/8\\\" 1/2\\\", Vegetable Chopper Dicer w/Stainless Bowl, Heavy Duty Cutter for Potato Tomato Onion Mushroom\", \"asin\": \"B09PQWGJCS\", \"price\": \"$89.99\", \"delivery\": \"FREE delivery Mon, Apr 7 for Prime members\"},\n{\"title\": \"Cuisinart Food Processor, Mini-Prep 3 Cup, 24 oz, Brushed Chrome and Nickel, DLC-2ABC\", \"asin\": \"B0000645YM\", \"price\": \"$29.22\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vegetable Chopper,12 in 1 Multifunctional Food Chopper,Pro Onion Chopper with 7 Blades,Veggie Chopper with Container,Chopper Vegetable Cutter for Salad Potato Carrot Garlic,Kitchen Essential(White)\", \"asin\": \"B0DPJ5GQ7M\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart Food Processor 14-Cup Vegetable Chopper for Mincing, Dicing, Shredding, Puree & Kneading Dough, Stainless Steel, DFP-14BCNY\", \"asin\": \"B01AXM4WV2\", \"price\": \"$199.95\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"GORILLA GRIP Heavy Duty 12-in-1 Vegetable Chopper, 6 Blades, Food Choppers with Container, Cucumber Mandoline Slicer, Dice Onions, Slice Veggies, Chop Salad, Home Essential Kitchen Gadgets Tool, Red\", \"asin\": \"B0CL7NDPL1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Vegetable Chopper, Onion Chopper, Multi 11-in-1 Food Choppers, Vegetable Slicer Cutter, Chopper for Onion Tomato Fruit, Mandoline Slicer Cutter Chopper, Quality Kitchen Appliance\", \"asin\": \"B09R1FBGM3\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kuhn Rikon Pull Chop Chopper/Manual Food Processor with Cord Mechanism, Green, 2-Cup\", \"asin\": \"B004QGXND0\", \"price\": \"$34.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Progressive International Onion Chopper \\u2013 Green/White, Standard, for Quick and Easy Dicing and Chopping\", \"asin\": \"B00OD0LYXU\", \"price\": \"$17.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Chef'n 102-239-005 VeggiChop Hand-Powered Food Chopper, Set of 1, Cherry\", \"asin\": \"B004HINF3U\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"All-in-1 Vegetable Chopper with 8 Blades - Mandoline Slicer - Pro Food Chopper with Container - Veggie Salad Onion Chopper - Potatoe Dicer French Fry Cutter - Cheese Grater - Stainless Steel material\", \"asin\": \"B0CWV7XJ7D\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Geedel Hand Food Chopper, Quick Manual Vegetable Processor, Easy To Clean Rotary Dicer Mincer Mixer Blender for Onion, Garlic, Salad, Salsa, Nuts, Meat, Fruit, Ice, etc\", \"asin\": \"B07ZCQ4LPN\", \"price\": \"$22.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Kitchen in the box Mini Food Processors,400W Powerful Mini Meat Grinder & Food Chopper,Electric Vegetable Chopper with One 3 Cup Bowl & S Blades for Meat/Fish/Vegetable/Baby Food,3cup(1bowl)\", \"asin\": \"B0D8B1ZR84\", \"price\": \"$24.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Brieftons Express Manual Food Chopper: Large 8.5-Cup, Hand Chopper Vegetable Cutter to Chop Veggies, Fruits, Herbs, Garlic Onion Chopper for Salsa, Salad, Pesto, Guacamole, Coleslaw, Indian Cooking\", \"asin\": \"B07YZ4D737\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Cuisinart CTG-00-BXCHP6 Vegetable and Fruit Chopper,White\", \"asin\": \"B08Q3WC3B9\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"}]\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\": \"2025-03-29T23:52:54.467Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:44.458Z\", // 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
|
2025-03-29T23:53:44.458Z
|
input
|
hair dryer pana
|
rule
|
2025-03-29T23:53:44.458Z
|
train
| 2,934 |
2025-03-29T23:53:44.458Z
|
input
|
hair dryer pana
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "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": ""}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified", "asin": "B0DS3T7WMJ", "price": "$55.99", "quantity": ""},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "quantity": ""},
{"title": "Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White", "asin": "B0DPHBPMG7", "price": "$71.98", "quantity": ""},
{"title": "T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "", "quantity": ""},
{"title": "Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)", "asin": "B0DRS15C8K", "price": "", "quantity": ""},
{"title": "dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair", "asin": "B0CXPQZZPZ", "price": "", "quantity": ""},
{"title": "Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle", "asin": "B0C643LJRW", "price": "", "quantity": ""},
{"title": "Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey", "asin": "", "price": "$6.75", "quantity": ""},
{"title": "DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray", "asin": "", "price": "$63.92", "quantity": ""},
{"title": "Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey", "asin": "", "price": "$35.67", "quantity": ""},
{"title": "COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray", "asin": "", "price": "", "quantity": ""},
{"title": "KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\"x8\"", "asin": "", "price": "", "quantity": ""},
{"title": "Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic", "asin": "", "price": "", "quantity": ""},
{"title": "LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H", "asin": "", "price": "", "quantity": ""},
{"title": "Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey", "asin": "", "price": "", "quantity": ""},
{"title": "Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy", "asin": "", "price": "", "quantity": ""},
{"title": "Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control", "asin": "", "price": "$47.49", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "", "price": "$33.99", "quantity": ""},
{"title": "Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use", "asin": "", "price": "", "quantity": ""},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types", "asin": "", "price": "$59.97", "quantity": ""},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "", "price": "$69.99", "quantity": ""},
{"title": "KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)", "asin": "", "price": "$49.97", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "", "price": "$59.49", "quantity": ""},
{"title": "RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types", "asin": "", "price": "$99.97", "quantity": ""},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "", "price": "$49.79", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "", "price": "", "quantity": ""},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)", "asin": "", "price": "", "quantity": ""},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "", "price": "", "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": "2025-03-29T23:53:44.458Z", // 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_action>input</answer_action><answer_argument>hair dryer pana</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>hair dryer pana</answer_argument>",
"index": 2934,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:44.458Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:51.881Z\", // 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
|
2025-03-29T23:53:51.881Z
|
input
|
hair dryer panasonic ioic
|
rule
|
2025-03-29T23:53:51.881Z
|
train
| 2,935 |
2025-03-29T23:53:51.881Z
|
input
|
hair dryer panasonic ioic
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
<|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": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified", "asin": "B0DS3T7WMJ", "price": "$55.99", "quantity": ""},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "quantity": ""},
{"title": "Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White", "asin": "B0DPHBPMG7", "price": "$71.98", "quantity": ""},
{"title": "T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "", "quantity": ""},
{"title": "Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)", "asin": "B0DRS15C8K", "price": "", "quantity": ""},
{"title": "dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair", "asin": "B0CXPQZZPZ", "price": "", "quantity": ""},
{"title": "Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle", "asin": "B0C643LJRW", "price": "", "quantity": ""},
{"title": "Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey", "asin": "", "price": "$6.75", "quantity": ""},
{"title": "DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray", "asin": "", "price": "$63.92", "quantity": ""},
{"title": "Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey", "asin": "", "price": "$35.67", "quantity": ""},
{"title": "COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray", "asin": "", "price": "", "quantity": ""},
{"title": "KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\"x8\"", "asin": "", "price": "", "quantity": ""},
{"title": "Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic", "asin": "", "price": "", "quantity": ""},
{"title": "LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H", "asin": "", "price": "", "quantity": ""},
{"title": "Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey", "asin": "", "price": "", "quantity": ""},
{"title": "Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy", "asin": "", "price": "", "quantity": ""},
{"title": "Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control", "asin": "", "price": "$47.49", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "", "price": "$33.99", "quantity": ""},
{"title": "Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use", "asin": "", "price": "", "quantity": ""},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types", "asin": "", "price": "$59.97", "quantity": ""},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "", "price": "$69.99", "quantity": ""},
{"title": "KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)", "asin": "", "price": "$49.97", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "", "price": "$59.49", "quantity": ""},
{"title": "RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types", "asin": "", "price": "$99.97", "quantity": ""},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "", "price": "$49.79", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "", "price": "", "quantity": ""},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)", "asin": "", "price": "", "quantity": ""},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "", "price": "", "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": "2025-03-29T23:53:51.881Z", // 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_action>input</answer_action><answer_argument>hair dryer panasonic ioic</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>hair dryer panasonic ioic</answer_argument>",
"index": 2935,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:51.881Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ioic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\\n4 Piece Set\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Compact Hair Dryer for Healthy-Looking Hair, 1400W Portable Hair Dryer with Folding Handling and QuickDry Nozzle for Fast Drying \\u2013 EH-NA27-K (Black/Pink)\", \"asin\": \"B01NA6YB07\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Deep Navy)\", \"asin\": \"B0B72L6K9P\", \"price\": \"$294.63\", \"delivery\": \"FREE delivery Apr 18 - May 5 Or fastest delivery Apr 9 - 14\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Lavender Pink)\", \"asin\": \"B0B72HZHLG\", \"price\": \"$290.86\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Wht)\", \"asin\": \"B0B72H1W4K\", \"price\": \"$175.45\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PY4QK6\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"will come for dryer to catch blow brush (blue) EHKA10AH7617\", \"asin\": \"B008H0V8BK\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer, Worldwide Travel Hair Dryer with Smart Voltage Technology and Folding Handle, Includes Concentrator\", \"asin\": \"B07HB2ZRNJ\", \"price\": \"$29.59\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"2-In-1 Electric Hair Dryer Styling Tool - Blow Dryer Brush with Teasing Comb, 3 Gear Adjustable Hair Straightener (US Plug)\", \"asin\": \"B09S9XZLF7\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"2 in 1 Hair Dryer Brush, Negative Ion Anti-frizz Hot Air Brush Blower, Professional Electric Household Hair Curling Comb, Protable Hair Dryer Comb Machine\", \"asin\": \"B0BRB54F22\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 12 - 20 for Prime members\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXT5ZB9W\", \"price\": \"$67.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pocket Hair Dryer - Ultra Lightweight Blow Dryer with 2 Styling Attachments, Fast Drying, High-Speed Brushless Motor, 300M Negative Ions, Low Noise, Compact & Portable for Home & Travel & Gym\", \"asin\": \"B0D45MLSGS\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"One Step Volumizer Plus Hair Dryer and Styler | More Volume, Less Damage, and More Styling Control for Easy and Fast Salon-Style Blowouts, Plus Travel Friendly (Mint)\", \"asin\": \"B0971Q5X3G\", \"price\": \"$48.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Blow Dryer Brush Comb 2 in 1 - Multifunctional Hair Styling Tool for Beauty, Professional Electric Hair Dryer and Volumizer for Women and Men\", \"asin\": \"B0BQ3MPKVS\", \"price\": \"$35.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with 110K RPM High Speed 1400w Motor for 1-5min Fast Dry, 0.86lb Lightweight & 49db Low Noise,1.5 Billion Plasma & Smart Thermo Control & Strong Magnetic Nozzle Diffuser Travel Blow Dryer\", \"asin\": \"B0D3HH4W63\", \"price\": \"$53.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser, 1500W High-Speed Professional Blow Dryer with Comb for Fast Drying, 110,000RPM Brushless Motor, 200 Million Ionic Hairdryer Zero Damage, 3 Speeds & 4 Temps, Low-Noise\", \"asin\": \"B0CPDJFQ42\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"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\": \"2025-03-29T23:53:52.511Z\", // 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
|
2025-03-29T23:53:52.511Z
|
click
|
search
|
rule
|
2025-03-29T23:53:52.511Z
|
train
| 2,936 |
2025-03-29T23:53:52.511Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
<|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": "hair dryer panasonic ioic"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3", "price": "$79.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\n4 Piece Set", "asin": "B08RK2LHR6", "price": "$99.19", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "quantity": ""}],
"ads": [{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX"}],
"search_results": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6", "price": "$99.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel", "asin": "B0DX78W658", "price": "$79.99", "delivery": "FREE delivery Apr 3 - 8"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "nanoe Compact Hair Dryer for Healthy-Looking Hair, 1400W Portable Hair Dryer with Folding Handling and QuickDry Nozzle for Fast Drying \u2013 EH-NA27-K (Black/Pink)", "asin": "B01NA6YB07", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6", "price": "$99.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary", "asin": "B07TT9XH98", "price": "$31.33", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)", "asin": "B003TQPRGY", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D1R985WS", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery", "asin": "B0CGL31SR2", "price": "$65.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D1R985WS", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery", "asin": "B0CGL31SR2", "price": "$65.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \u2013 EH-NA65-K (Black/Pink), Black", "asin": "B00JH2C3DE", "price": "$96.81", "delivery": "FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1"},
{"title": "EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Deep Navy)", "asin": "B0B72L6K9P", "price": "$294.63", "delivery": "FREE delivery Apr 18 - May 5 Or fastest delivery Apr 9 - 14"},
{"title": "EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)", "asin": "B0B72KNZFR", "price": "$182.00", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon."},
{"title": "EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Lavender Pink)", "asin": "B0B72HZHLG", "price": "$290.86", "delivery": "FREE delivery Apr 4 - 8"},
{"title": "EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Wht)", "asin": "B0B72H1W4K", "price": "$175.45", "delivery": "FREE delivery Apr 4 - 8"},
{"title": "Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men", "asin": "B0D9PY4QK6", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "will come for dryer to catch blow brush (blue) EHKA10AH7617", "asin": "B008H0V8BK", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 1 left in stock - order soon."},
{"title": "Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic", "asin": "B091KB6H1F", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Supersonic\u2122 Hair Dryer", "asin": "B0B4T6RTZ2", "price": "$429.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331", "asin": "B0C7YJ7WML", "price": "$159.00", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer", "asin": "B000094ZDX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink", "asin": "B000E8PG98", "price": "$17.62", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set", "asin": "B00MMRFUG8", "price": "$19.16", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer, Worldwide Travel Hair Dryer with Smart Voltage Technology and Folding Handle, Includes Concentrator", "asin": "B07HB2ZRNJ", "price": "$29.59", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "2-In-1 Electric Hair Dryer Styling Tool - Blow Dryer Brush with Teasing Comb, 3 Gear Adjustable Hair Straightener (US Plug)", "asin": "B09S9XZLF7", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men", "asin": "B0CXXLCFMG", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "2 in 1 Hair Dryer Brush, Negative Ion Anti-frizz Hot Air Brush Blower, Professional Electric Household Hair Curling Comb, Protable Hair Dryer Comb Machine", "asin": "B0BRB54F22", "price": "$33.99", "delivery": "FREE delivery Apr 12 - 20 for Prime members"},
{"title": "Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control", "asin": "B0DK31PZG8", "price": "$119.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CXT5ZB9W", "price": "$67.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Pocket Hair Dryer - Ultra Lightweight Blow Dryer with 2 Styling Attachments, Fast Drying, High-Speed Brushless Motor, 300M Negative Ions, Low Noise, Compact & Portable for Home & Travel & Gym", "asin": "B0D45MLSGS", "price": "$89.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "One Step Volumizer Plus Hair Dryer and Styler | More Volume, Less Damage, and More Styling Control for Easy and Fast Salon-Style Blowouts, Plus Travel Friendly (Mint)", "asin": "B0971Q5X3G", "price": "$48.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Blow Dryer Brush Comb 2 in 1 - Multifunctional Hair Styling Tool for Beauty, Professional Electric Hair Dryer and Volumizer for Women and Men", "asin": "B0BQ3MPKVS", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer with 110K RPM High Speed 1400w Motor for 1-5min Fast Dry, 0.86lb Lightweight & 49db Low Noise,1.5 Billion Plasma & Smart Thermo Control & Strong Magnetic Nozzle Diffuser Travel Blow Dryer", "asin": "B0D3HH4W63", "price": "$53.74", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "B0DQPP7LD7", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer with Diffuser, 1500W High-Speed Professional Blow Dryer with Comb for Fast Drying, 110,000RPM Brushless Motor, 200 Million Ionic Hairdryer Zero Damage, 3 Speeds & 4 Temps, Low-Noise", "asin": "B0CPDJFQ42", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer", "asin": "B009ZPMPGI", "price": "$21.49", "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": "2025-03-29T23:53:52.511Z", // 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_action>click</answer_action><answer_argument>search</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>search</answer_argument>",
"index": 2936,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ioic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\\n4 Piece Set\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Compact Hair Dryer for Healthy-Looking Hair, 1400W Portable Hair Dryer with Folding Handling and QuickDry Nozzle for Fast Drying \\u2013 EH-NA27-K (Black/Pink)\", \"asin\": \"B01NA6YB07\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Black | Packaging May Vary\", \"asin\": \"B07TT9XH98\", \"price\": \"$31.33\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Travel Hair Dryer | Salon-Style Blowouts, Lightweight Design, 1875 Watts for Fast Drying with 2 Heat & Speed Settings for Drying and Styling Flexibility (Black)\", \"asin\": \"B003TQPRGY\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Deep Navy)\", \"asin\": \"B0B72L6K9P\", \"price\": \"$294.63\", \"delivery\": \"FREE delivery Apr 18 - May 5 Or fastest delivery Apr 9 - 14\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"EH-NA0J Hair Dryer Nanocare High Penetration Nanoe & Mineral Deep 100V only Shipped from Japan Released in 2022 (Lavender Pink)\", \"asin\": \"B0B72HZHLG\", \"price\": \"$290.86\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Wht)\", \"asin\": \"B0B72H1W4K\", \"price\": \"$175.45\", \"delivery\": \"FREE delivery Apr 4 - 8\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PY4QK6\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"will come for dryer to catch blow brush (blue) EHKA10AH7617\", \"asin\": \"B008H0V8BK\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, Nano Titanium 2000-Watt Blow Dryer, Professional/Ionic\", \"asin\": \"B091KB6H1F\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Supersonic\\u2122 Hair Dryer\", \"asin\": \"B0B4T6RTZ2\", \"price\": \"$429.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Travel Hair Dryer with Dual Voltage, 1600W Compact Hair Dryer with Folding Handle, Travel Blow Dryer\", \"asin\": \"B000094ZDX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer with Retractable Cord, 1875W Cord-Keeper Blow Dryer,Pink\", \"asin\": \"B000E8PG98\", \"price\": \"$17.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic Ionic Tourmaline Technology, Black, Diffuser and Concentrator, 3 Piece Set\", \"asin\": \"B00MMRFUG8\", \"price\": \"$19.16\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer, Worldwide Travel Hair Dryer with Smart Voltage Technology and Folding Handle, Includes Concentrator\", \"asin\": \"B07HB2ZRNJ\", \"price\": \"$29.59\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"2-In-1 Electric Hair Dryer Styling Tool - Blow Dryer Brush with Teasing Comb, 3 Gear Adjustable Hair Straightener (US Plug)\", \"asin\": \"B09S9XZLF7\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 1875 Watts Fast Drying Blow Dryer with Diffuser and Concentrator, Compact Lightweight Hair Dryer for Women and Men\", \"asin\": \"B0CXXLCFMG\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"2 in 1 Hair Dryer Brush, Negative Ion Anti-frizz Hot Air Brush Blower, Professional Electric Household Hair Curling Comb, Protable Hair Dryer Comb Machine\", \"asin\": \"B0BRB54F22\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 12 - 20 for Prime members\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXT5ZB9W\", \"price\": \"$67.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pocket Hair Dryer - Ultra Lightweight Blow Dryer with 2 Styling Attachments, Fast Drying, High-Speed Brushless Motor, 300M Negative Ions, Low Noise, Compact & Portable for Home & Travel & Gym\", \"asin\": \"B0D45MLSGS\", \"price\": \"$89.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"One Step Volumizer Plus Hair Dryer and Styler | More Volume, Less Damage, and More Styling Control for Easy and Fast Salon-Style Blowouts, Plus Travel Friendly (Mint)\", \"asin\": \"B0971Q5X3G\", \"price\": \"$48.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Blow Dryer Brush Comb 2 in 1 - Multifunctional Hair Styling Tool for Beauty, Professional Electric Hair Dryer and Volumizer for Women and Men\", \"asin\": \"B0BQ3MPKVS\", \"price\": \"$35.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with 110K RPM High Speed 1400w Motor for 1-5min Fast Dry, 0.86lb Lightweight & 49db Low Noise,1.5 Billion Plasma & Smart Thermo Control & Strong Magnetic Nozzle Diffuser Travel Blow Dryer\", \"asin\": \"B0D3HH4W63\", \"price\": \"$53.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser, 1500W High-Speed Professional Blow Dryer with Comb for Fast Drying, 110,000RPM Brushless Motor, 200 Million Ionic Hairdryer Zero Damage, 3 Speeds & 4 Temps, Low-Noise\", \"asin\": \"B0CPDJFQ42\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Folding Handle and Retractable Cord, 1875W Travel Hair Dryer, Conair Blow Dryer\", \"asin\": \"B009ZPMPGI\", \"price\": \"$21.49\", \"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\": \"2025-03-29T23:53:52.511Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:55.766Z\", // 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
|
2025-03-29T23:53:55.766Z
|
input
|
hair dryer panasonic ionic
|
rule
|
2025-03-29T23:53:55.766Z
|
train
| 2,937 |
2025-03-29T23:53:55.766Z
|
input
|
hair dryer panasonic ionic
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "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": ""}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray", "asin": "B0DPJPNCFY", "price": "$89.99", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified", "asin": "B0DS3T7WMJ", "price": "$55.99", "quantity": ""},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "quantity": ""},
{"title": "Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White", "asin": "B0DPHBPMG7", "price": "$71.98", "quantity": ""},
{"title": "T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "", "quantity": ""},
{"title": "Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)", "asin": "B0DRS15C8K", "price": "", "quantity": ""},
{"title": "dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair", "asin": "B0CXPQZZPZ", "price": "", "quantity": ""},
{"title": "Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle", "asin": "B0C643LJRW", "price": "", "quantity": ""},
{"title": "Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey", "asin": "", "price": "$6.75", "quantity": ""},
{"title": "DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink", "asin": "", "price": "$17.99", "quantity": ""},
{"title": "Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black", "asin": "", "price": "$89.99", "quantity": ""},
{"title": "LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray", "asin": "", "price": "$63.92", "quantity": ""},
{"title": "Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey", "asin": "", "price": "$35.67", "quantity": ""},
{"title": "COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray", "asin": "", "price": "", "quantity": ""},
{"title": "KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\"x8\"", "asin": "", "price": "", "quantity": ""},
{"title": "Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic", "asin": "", "price": "", "quantity": ""},
{"title": "LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H", "asin": "", "price": "", "quantity": ""},
{"title": "Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey", "asin": "", "price": "", "quantity": ""},
{"title": "Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy", "asin": "", "price": "", "quantity": ""},
{"title": "Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control", "asin": "", "price": "$47.49", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "", "price": "$79.99", "quantity": ""},
{"title": "ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "", "price": "$24.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "", "price": "$33.99", "quantity": ""},
{"title": "Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)", "asin": "", "price": "$49.99", "quantity": ""},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "", "price": "$69.29", "quantity": ""},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use", "asin": "", "price": "", "quantity": ""},
{"title": "Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle", "asin": "", "price": "", "quantity": ""},
{"title": "Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types", "asin": "", "price": "$59.97", "quantity": ""},
{"title": "Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage", "asin": "", "price": "$69.99", "quantity": ""},
{"title": "KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)", "asin": "", "price": "$49.97", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "", "price": "$59.49", "quantity": ""},
{"title": "RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types", "asin": "", "price": "$99.97", "quantity": ""},
{"title": "OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home", "asin": "", "price": "$49.79", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White", "asin": "", "price": "", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "", "price": "", "quantity": ""},
{"title": "High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink", "asin": "", "price": "", "quantity": ""},
{"title": "Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)", "asin": "", "price": "", "quantity": ""},
{"title": "Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "", "price": "", "quantity": ""},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "", "price": "", "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": "2025-03-29T23:53:55.766Z", // 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_action>input</answer_action><answer_argument>hair dryer panasonic ionic</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>hair dryer panasonic ionic</answer_argument>",
"index": 2937,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"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\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer, HRYCF High Speed 180000 RPM Blow Dryer Fast Drying Negative Ionic Blow Dryer for Women Low Noise Professional Brushless Hair Dryer with Magnetic Diffuser and Nozzle, Gray\", \"asin\": \"B0DPJPNCFY\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Blow Dryer for Fast Drying, Low Noise Compact Lightweight Travel Salon Hair Dryer with Magnetic Diffuser for Curling Women, Ionic Technology and Safety Certified\", \"asin\": \"B0DS3T7WMJ\", \"price\": \"$55.99\", \"quantity\": \"\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Gaabor Hair Dryer, 130000 RPM High Speed Brushless Motor Blow Dryer for Fast Drying with 680 Millions Negative Ionic, Low Noise Thermo-Control Lightweight Hairdryer with Magnetic Nozzle, White\", \"asin\": \"B0DPHBPMG7\", \"price\": \"$71.98\", \"quantity\": \"\"},\n{\"title\": \"T3 Aire IQ Hair Dryer Kit with Quick Dry Concentrator, Style Concentrator, Diffuser & Dryer Stand | Fast, Healthy Blowouts with Smart Heat Personalization | for All Hair Types\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Vatsekui Hair Dryer, 16000 RPM Brushless Motor, Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle (Gray)\", \"asin\": \"B0DRS15C8K\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"dreame Gleam Hair Dryer with Diffuser, Blow Dryer with 0.73 lbs Lightweight Design, Fast Drying, Negative Ions for Smooth Hair\", \"asin\": \"B0CXPQZZPZ\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - High-Speed 150,000 RPM Hairdryer for Fast Drying, 500Million Negative Ionic & Thermo-Control & Cool Shot Button & Lightweight & HD Display Blow Dryer with Magnetic Diffuser & Nozzle\", \"asin\": \"B0C643LJRW\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Instant Vortex Plus 6QT Air Fryer with Odor Erase Technology, 6-in-1 Functions that Crisps, Roasts, Broils, Dehydrates, Bakes & Reheats, 100+In-App Recipes, from the Makers of Instant Pot,1700W,Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gourmet Bowl Scraper, Set of 2, Aqua Sky and Storm Grey\", \"asin\": \"\", \"price\": \"$6.75\", \"quantity\": \"\"},\n{\"title\": \"DASH Mini Rice Cooker Steamer with Removable Nonstick Pot, Keep Warm Function & Recipe Guide, Half Quart, for Soups, Stews, Grains & Oatmeal - Pink\", \"asin\": \"\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Instant Pot Vortex Plus 6QT XL Air Fryer, 6-in-1, Broils, Dehydrates, Crisps, Roasts, Reheats, Bakes for Quick Easy Meals, 100+ In-App Recipes, Dishwasher-Safe, from the Makers of Instant Pot, Black\", \"asin\": \"\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Smart Humidifiers for Bedroom Large Room Home,(6L) Cool Mist Top Fill Essential Oil Diffuser for Baby & Plants,Smart App & Voice Control, Rapid Humidification & Auto Mode-Quiet Sleep Mode, Gray\", \"asin\": \"\", \"price\": \"$63.92\", \"quantity\": \"\"},\n{\"title\": \"Crane Ultrasonic Teardrop Cool Mist Humidifier, Large 1 Gal Tank, Automatic Shut-Off, Baby Humidifiers for Nursery and Bedroom, Grey\", \"asin\": \"\", \"price\": \"$35.67\", \"quantity\": \"\"},\n{\"title\": \"COSORI Air Fryer Pro 9-in-1, Compact 5QT, 450\\u2109: Half Time & Chef-Grade Cook, One-Wipe Clean Glass Panel, 130+ In-App Recipes with Nutritional Info, Nonstick & Dishwasher-Safe Basket, Gray\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"KitchenAid Gingham Mini Oven Mitt 2-Pack Set, Dried Rose, 5.5\\\"x8\\\"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dreo 6L Top Fill Humidifiers for Bedroom, 60H Runtime, 28 dB Quiet Supersized Cool Mist Humidifiers for Large Room, Air Humidifier for Home, Baby, Plant, Indoor, Night Light, Ultrasonic\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"LEVOIT Top Fill Humidifiers for Bedroom, 2.5L Tank for Large Room, Easy to Fill & Clean, 28dB Quiet Cool Mist Air Humidifier for Home Baby Nursery & Plants, Auto Shut-off and BPA-Free for Safety, 25H\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Paris Hilton Epic Nonstick Pots and Pans Set, Multi-layer Nonstick Coating, Tempered Glass Lids, Soft Touch, Stay Cool Handles, Made without PFOA, Dishwasher Safe Cookware Set, 12-Piece, Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Ninja DZ201 Foodi 8 Quart 6-in-1 DualZone 2-Basket Air Fryer with 2 Independent Frying Baskets, Match Cook & Smart Finish to Roast, Broil, Dehydrate & More for Quick, Easy Meals, Grey\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Nespresso Vertuo Next Coffee and Espresso Maker by Breville, Navy\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Yankee Candle MidSummer's Night Scented, Classic Large Single Wick Jar Candle, 22oz with Over 110 Hours of Burn Time, Ideal for Dinner Parties, Relaxing Saturdays, and Special Occasions\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,Ionic Hair Dryers for Women & Men - 110,000 RPM Professional High-Speed Blow Dryer with 400 Million Plasma, Magnetic Nozzle, HD Display & Cool/Hot Air Modes | Fast Drying & Thermo-Control\", \"asin\": \"\", \"price\": \"$47.49\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"ANNE BETTY Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Slopehill Hair Dryer - 110,000 RPM High-Velocity Fast Drying + Low Noise + Lightweight + Intelligent Temperature Control Hair Care for Home, Salon and Travel (Pink)\", \"asin\": \"\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"\", \"price\": \"$69.29\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Oushome Professional Hair Dryer for Fast Drying with 150,000 RPM High-Speed Brushless Motor, 500 Million Negative Ionic, Lightweight and Low Noise, Ideal for Home, Travel, and Salon Use\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Guowo Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Diffuser for Curly Hair for Home Travel Salon, Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise 4 Temp/3 Speeds Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional High-Speed Brushless Motor Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Chikoni Hair Dryer, 130000 RPM High Speed 500 Millions Negative Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo Control Quiet Hair Dryer Magnetic Diffuser for Home Travel\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel & Home - Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Compact Ionic Hair Dryer - Negative Ion Blow Dryer with Digital Display, Rapid Drying, Low Noise, & Luxury Velvet Travel Bag - Includes Diffuser & Magnetic Nozzles - for All Hair Types\", \"asin\": \"\", \"price\": \"$59.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Professional Ionic Hair Dryer for Fast Drying, High Speed Hair Blow Dryer with Diffuser for Home Salon Travel, Constant Temperature Hair Care Without Hair Damage\", \"asin\": \"\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"KARFUN Plasma Hair Dryer, 1500W High Speed Blow Dryer with Plasma Tech (Positive+Negative Ionic), LED Display, 5 Temps 2 Speed, Thermo-Control, Fast Drying Plasma Hairdryer for Home or Travel (Gray)\", \"asin\": \"\", \"price\": \"$49.97\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"\", \"price\": \"$59.49\", \"quantity\": \"\"},\n{\"title\": \"RUBY RAE - Dual Voltage Ionic Hair Dryer - 2000W Professional Blow Dryer with Diffuser - Lightweight - Fast Drying & Low Noise for Salon Quality Styling - 3 Magnetic Attachments for All Hair Types\", \"asin\": \"\", \"price\": \"$99.97\", \"quantity\": \"\"},\n{\"title\": \"OSOU Ionic Hair Dryer, High-Speed Blow Dryer - 150,000 RPM Brushless Motor, 500 Million Negative Ions, Ultra-Light & Small, Smart Temp Control, Quiet Hairdryer for Women, Ideal for Travel, Home\", \"asin\": \"\", \"price\": \"$49.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, White\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"High Speed Hair Dryer, 160000 RPM Brushless Motor 500 Million Negative Ionic Blow Dryer, Travel Fast Drying Hairdryer, Low Noise, Lightweight, Blowdryer with Nozzle, Home Use,Pink\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Dekuri Hair Dryer, 110,000 RPM High-Speed Fast Drying Blow Dryer, 200 Million Ionic Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 3 Speeds, Low Noise for Women & Men (Pink)\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Natrial Ionic Salon Hair Dryer with 3 Attachments, 1600W Professional Blow Dryer with 110000RPM High Speed Brushless Motor for Fast Drying, Lightweight, Low Noise, Locking Function, 4 Temps & 3 Speeds\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"\", \"price\": \"\", \"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\": \"2025-03-29T23:53:55.766Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:53:55.843Z\", // 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
|
2025-03-29T23:53:55.843Z
|
click
|
search
|
rule
|
2025-03-29T23:53:55.843Z
|
train
| 2,938 |
2025-03-29T23:53:55.843Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
<|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": "hair dryer panasonic ionic"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "quantity": ""}],
"ads": [{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX"}],
"search_results": [{"title": "Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6", "price": "$99.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel", "asin": "B0DX78W658", "price": "$79.99", "delivery": "FREE delivery Apr 3 - 8"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX", "price": "$99.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \u2013 EH-NA65-K (Black/Pink), Black", "asin": "B00JH2C3DE", "price": "$96.81", "delivery": "FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)", "asin": "B0DDT88K51", "price": "$59.48", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds", "asin": "B08F9FFNHC", "price": "$74.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon."},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D1R985WS", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery", "asin": "B0CGL31SR2", "price": "$65.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men", "asin": "B0D9PXZMHZ", "price": "$99.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331", "asin": "B0C7YJ7WML", "price": "$159.00", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle", "asin": "B0CPBRX5FY", "price": "$42.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)", "asin": "B0B72KNZFR", "price": "$182.00", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon."},
{"title": "Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men", "asin": "B0DDC9GZW7", "price": "$84.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control", "asin": "B0DK31PZG8", "price": "$119.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CXNLW3LB", "price": "$67.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle", "asin": "B07KN63XZH", "price": "$42.47", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types", "asin": "B0DB25BHGF", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "B0DQPP7LD7", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair", "asin": "B01CKH82Y6", "price": "$239.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function", "asin": "B0C2QZ79MX", "price": "$329.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray", "asin": "B0B8YWGMPN", "price": "$129.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary", "asin": "B0BG3DZFCQ", "price": "$30.93", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean", "asin": "B0DWT3SG8W", "price": "$69.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)", "asin": "B08621GBMF", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer", "asin": "B01FEE1K5A", "price": "$135.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz", "asin": "B07XHYBZ97", "price": "$82.65", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "delivery": "FREE delivery Apr 5 - 8 for Prime members"},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "B0D5LL4FX9", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer (Foldable) \u2022 Negative Ion Blow Dryer \u2022 Perfect for Travel \u2022 Intelligent Heat Control & Rapid Drying Speeds \u2022 Lightweight Design \u2022 Low Noise Technology", "asin": "B0DFKLY59B", "price": "$129.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"}]
<|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": "2025-03-29T23:53:55.843Z", // 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_action>click</answer_action><answer_argument>search</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>search</answer_argument>",
"index": 2938,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:53:55.843Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey\", \"asin\": \"B0D91Y446L\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:54:48.058Z\", // 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
|
2025-03-29T23:54:48.058Z
|
click_product
|
B0B33685G3
|
rule
|
2025-03-29T23:54:48.058Z
|
train
| 2,939 |
2025-03-29T23:54:48.058Z
|
click_product
|
B0B33685G3
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "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": "hair dryer panasonic ionic"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "quantity": ""}],
"ads": [{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX"}],
"search_results": [{"title": "Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6", "price": "$99.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel", "asin": "B0DX78W658", "price": "$79.99", "delivery": "FREE delivery Apr 3 - 8"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX", "price": "$99.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \u2013 EH-NA65-K (Black/Pink), Black", "asin": "B00JH2C3DE", "price": "$96.81", "delivery": "FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds", "asin": "B08F9FFNHC", "price": "$74.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon."},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)", "asin": "B0DDT88K51", "price": "$59.48", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D1R985WS", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery", "asin": "B0CGL31SR2", "price": "$65.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey", "asin": "B0D91Y446L", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331", "asin": "B0C7YJ7WML", "price": "$159.00", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men", "asin": "B0D9PXZMHZ", "price": "$99.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle", "asin": "B0CPBRX5FY", "price": "$42.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)", "asin": "B0B72KNZFR", "price": "$182.00", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon."},
{"title": "Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men", "asin": "B0DDC9GZW7", "price": "$84.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control", "asin": "B0DK31PZG8", "price": "$119.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CXNLW3LB", "price": "$67.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle", "asin": "B07KN63XZH", "price": "$42.47", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types", "asin": "B0DB25BHGF", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "B0DQPP7LD7", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair", "asin": "B01CKH82Y6", "price": "$239.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function", "asin": "B0C2QZ79MX", "price": "$329.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray", "asin": "B0B8YWGMPN", "price": "$129.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary", "asin": "B0BG3DZFCQ", "price": "$30.93", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean", "asin": "B0DWT3SG8W", "price": "$69.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)", "asin": "B08621GBMF", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer", "asin": "B01FEE1K5A", "price": "$135.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz", "asin": "B07XHYBZ97", "price": "$82.65", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "delivery": "FREE delivery Apr 5 - 8 for Prime members"},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "B0D5LL4FX9", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer (Foldable) \u2022 Negative Ion Blow Dryer \u2022 Perfect for Travel \u2022 Intelligent Heat Control & Rapid Drying Speeds \u2022 Lightweight Design \u2022 Low Noise Technology", "asin": "B0DFKLY59B", "price": "$129.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"}]
<|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": "2025-03-29T23:54:48.058Z", // 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_action>click_product</answer_action><answer_argument>B0B33685G3</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0B33685G3</answer_argument>",
"index": 2939,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey\", \"asin\": \"B0D91Y446L\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:54:48.058Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey\", \"asin\": \"B0D91Y446L\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:55:10.398Z\", // 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
|
2025-03-29T23:55:10.398Z
|
click
|
cart_side_bar
|
rule
|
2025-03-29T23:55:10.398Z
|
train
| 2,940 |
2025-03-29T23:55:10.398Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
<|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": "hair dryer panasonic ionic"}],
"cart_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "quantity": "1"},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "price": "$9.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.85", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.99"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$2.79"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "quantity": ""},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "quantity": ""},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "quantity": ""},
{"title": "ELLA BELLA\u00ae Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "quantity": ""}],
"ads": [{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6"},
{"title": "Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX"}],
"search_results": [{"title": "Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)", "asin": "B08RK2LHR6", "price": "$99.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CX4MK9FQ", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)", "asin": "B0DR5B3C7X", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel", "asin": "B0DX78W658", "price": "$79.99", "delivery": "FREE delivery Apr 3 - 8"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)", "asin": "B0CCGHXNGX", "price": "$99.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)", "asin": "B0B33685G3", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \u2013 EH-NA65-K (Black/Pink), Black", "asin": "B00JH2C3DE", "price": "$96.81", "delivery": "FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray", "asin": "B0D672M7WW", "price": "$81.65", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)", "asin": "B0027SU9JU", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds", "asin": "B08F9FFNHC", "price": "$74.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon."},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White", "asin": "B0DRG1VV8S", "price": "$67.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black", "asin": "B0DRY2V3LV", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)", "asin": "B0DDT88K51", "price": "$59.48", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle", "asin": "B0C39T2VG5", "price": "$70.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "price": "$56.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D1R985WS", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery", "asin": "B0CGL31SR2", "price": "$65.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey", "asin": "B0D91Y446L", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds", "asin": "B0CB89K4KT", "price": "$85.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331", "asin": "B0C7YJ7WML", "price": "$159.00", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle", "asin": "B0DHRZDDDZ", "price": "$55.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men", "asin": "B0D9PXZMHZ", "price": "$99.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage", "asin": "B0DG4Y9NJ3", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle", "asin": "B0CPBRX5FY", "price": "$42.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel", "asin": "B0DKSYVLTX", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)", "asin": "B0B72KNZFR", "price": "$182.00", "delivery": " Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon."},
{"title": "Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men", "asin": "B0DDC9GZW7", "price": "$84.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel", "asin": "B086SR1KML", "price": "$28.49", "delivery": " Two-Day FREE delivery Mon, Mar 31"},
{"title": "Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set", "asin": "B0BN2F767S", "price": "$18.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control", "asin": "B0DK31PZG8", "price": "$119.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon", "asin": "B0CXNLW3LB", "price": "$67.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold", "asin": "B09CP8SSGP", "price": "$31.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle", "asin": "B07KN63XZH", "price": "$42.47", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive", "asin": "B0D2JNQ6TQ", "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": "Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types", "asin": "B0DB25BHGF", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag", "asin": "B0DQPP7LD7", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Smart Ionic Hair Dryer with Diffuser \u2022 Negative Ion Blow Dryer \u2022 Intelligent Heat Control & Wind Speeds \u2022 Suitable All Hair Types", "asin": "B0DK65WGNJ", "price": "$119.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)", "asin": "B07GZWQDPR", "price": "$26.44", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine", "asin": "B0DK5JDNP2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)", "asin": "B0DLVXXVPH", "price": "$59.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair", "asin": "B01CKH82Y6", "price": "$239.19", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function", "asin": "B0C2QZ79MX", "price": "$329.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray", "asin": "B0B8YWGMPN", "price": "$129.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary", "asin": "B0BG3DZFCQ", "price": "$30.93", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)", "asin": "B0DLSL1J5J", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean", "asin": "B0DWT3SG8W", "price": "$69.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)", "asin": "B08621GBMF", "price": "$33.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man", "asin": "B0D9YMT9L2", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel", "asin": "B0DDWR4VWK", "price": "$69.29", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer", "asin": "B01FEE1K5A", "price": "$135.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz", "asin": "B07XHYBZ97", "price": "$82.65", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black", "asin": "B0DRG48M24", "price": "$67.99", "delivery": "FREE delivery Apr 5 - 8 for Prime members"},
{"title": "Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle", "asin": "B0D5LL4FX9", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Professional Ionic Hair Dryer (Foldable) \u2022 Negative Ion Blow Dryer \u2022 Perfect for Travel \u2022 Intelligent Heat Control & Rapid Drying Speeds \u2022 Lightweight Design \u2022 Low Noise Technology", "asin": "B0DFKLY59B", "price": "$129.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)", "asin": "B0D5M3Y97W", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"},
{"title": "Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver", "asin": "B0D924NX8V", "price": "$34.99", "delivery": " Two-Day FREE delivery Mon, Mar 31"}]
<|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": "2025-03-29T23:55:10.398Z", // 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_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"index": 2940,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"hair dryer panasonic ionic\"}],\n\"cart_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"quantity\": \"1\"},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.85\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.99\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$2.79\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"ELLA BELLA\\u00ae Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\"},\n{\"title\": \"Panasonic Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\"}],\n\"search_results\": [{\"title\": \"Nanoe Salon Hair Dryer with Oscillating QuickDry Nozzle, Diffuser and Concentrator Attachments, 3 Speed Heat Settings for Easy Styling and Healthy Hair - EH-NA67-W (White)\", \"asin\": \"B08RK2LHR6\", \"price\": \"$99.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CX4MK9FQ\", \"price\": \"$67.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (Pink)\", \"asin\": \"B0DR5B3C7X\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"SE Lite Hair Dryer, Negative Ionic Blow Dryer with 10W RPM Brushless Motor for Fast Drying, High-Speed Low Noise Thermo-Control Hairdryer with Lightweight Design for Home/Portable Travel\", \"asin\": \"B0DX78W658\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Apr 3 - 8\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nanoe Salon Hair Dryer with Quick-Dry Oscillating Nozzle, Diffuser Attachment for Curly, Wavy Hair, 3-Speed Heat Setting for Easy Styling & Healthy Hair, EH-ANA6HN (Black/Pink Gold)\", \"asin\": \"B0CCGHXNGX\", \"price\": \"$99.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Settings for Easy Styling and Healthy Hair - EH-NA2C-W (White)\", \"asin\": \"B0B33685G3\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nanoe Hair Dryer, 1875 Watt Professional Blow Dryer for Smooth, Shiny Hair with 3 Attachments Quick Dry Nozzle, Diffuser and Concentrator Nozzle \\u2013 EH-NA65-K (Black/Pink), Black\", \"asin\": \"B00JH2C3DE\", \"price\": \"$96.81\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Tue, Apr 1\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Thermo-Control Hairdryer, Travel with Magnetic Diffuser & Nozzle, Gray\", \"asin\": \"B0D672M7WW\", \"price\": \"$81.65\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Turbo Hair Dryer with Advanced Ionic Technology, Ceramic Coating | Turbo Heat and Cold Shot Features, 1875 Watts for Fast Drying and Shine (Silver)\", \"asin\": \"B0027SU9JU\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Whisper Quiet Lite Ionic Ceramic Hair Dryer, 1875 Watts, Lightweight, Powerful, 4 Temperatures, 2 Speeds\", \"asin\": \"B08F9FFNHC\", \"price\": \"$74.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Only 9 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - White\", \"asin\": \"B0DRG1VV8S\", \"price\": \"$67.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer with Carry Case, 160000 RPM Professional High-Speed Blow Dryer 200 Millions Negative Ionic Care Hair Dryer for Fast Drying, Low Noise Hairdryer, Travel with Magnetic Diffuser&Nozzle, Black\", \"asin\": \"B0DRY2V3LV\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Negative Ionic Hair Dryer Professional, 120000RPM High Speed Blow Dryer (1600W Brushless/ 3-Speed/ 4-Temp & HD Display & Portable Bag) Fast Drying Hairdryer for Home, Travel & Salon (Pink)\", \"asin\": \"B0DDT88K51\", \"price\": \"$59.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair-Dryer-with-Diffuser and Nozzle\", \"asin\": \"B0C39T2VG5\", \"price\": \"$70.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"price\": \"$56.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 150,000 RPM Motor for Fast Drying, 5 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D1R985WS\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - 150000 RPM High-Speed Brushless Motor Negative Ionic Blow Dryer for Fast Drying, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle, Silvery\", \"asin\": \"B0CGL31SR2\", \"price\": \"$65.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 1400W Negative Ionic Hair Dryer, Professional High Speed Hairdryer for Fast Drying, 3 Speeds and 5 Temps with HD Display, Low Noise Blow Dryer for Home Salon-Grey\", \"asin\": \"B0D91Y446L\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - Negative Ionic Blow Dryer with 170000 RPM High Speed Brushless Motor for Fast Drying, Low Noise, HD Display Hair Dryer with Diffuser and Nozzle, 5 Temps & 2 Speeds\", \"asin\": \"B0CB89K4KT\", \"price\": \"$85.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer SpeedStyle RapidGloss Finisher and High-Velocity Dryer, Ionic Hair Blow Dryer with IQ Speed Styling and Drying Suite, No Heat Damage, Best for Straight and Wavy Hair, Silk, HD331\", \"asin\": \"B0C7YJ7WML\", \"price\": \"$159.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer,160000 RPM Blow Dryer with High-Speed Brushless Motor for Fast Drying, Professional Ionic Lightweight Hair Dryers, Thermo-Control Low Noise with Blow Dryers Diffuser & Nozzle\", \"asin\": \"B0DHRZDDDZ\", \"price\": \"$55.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer,150000 RPM High-Speed Blow Dryer 500 Millions Negative Ionic Care Hair Dryer for Fast Drying, 51dB Low Noise Thermo-Control Hairdryer with Magnetic Diffuser & Nozzle for Children,Women,Men\", \"asin\": \"B0D9PXZMHZ\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High Speed Ionic Blow Dryer for Fast Drying, 500 Millions Negative Ions Care & Heat-Control & Low Noise Hair dryer with Magnetic Diffuser and Nozzle, No Heat Damage\", \"asin\": \"B0DG4Y9NJ3\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Negative Ionic Hair Dryer, High-Speed Blow Dryer with 110, 000 RPM Brushless Motor, Fast Drying Lightweight Travel Hairdryer, Low Noise Home Hair Dryer with Smooth Nozzle\", \"asin\": \"B0CPBRX5FY\", \"price\": \"$42.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser, Powerful 1800W Blow Dryer for Women & Men, Fast-Drying Hair Dryer with Nozzle for Home, Salon, Travel\", \"asin\": \"B0DKSYVLTX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"EH-NA2J Hair Dryer Nanocare Nanoe Compact/Lightweight Type 100V only Shipped from Japan Released in 2022 (Pink Gold)\", \"asin\": \"B0B72KNZFR\", \"price\": \"$182.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31 Only 1 left in stock - order soon.\"},\n{\"title\": \"Hair Dryer, 110000 RPM Fast Drying Blow Dryer with Magnetic Diffuser and Concentrator, Professional Lightweight Ionic Hair Dryer for Women and Men\", \"asin\": \"B0DDC9GZW7\", \"price\": \"$84.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Professional Ionic Hair Dryer, Powerful 1800W Fast Drying Low Noise Blow Dryer with 2 Concentrator Nozzle 1 Diffuser Attachments for Home Salon Travel\", \"asin\": \"B086SR1KML\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Damage Protection Hair Dryer with Ceramic + Ionic + Tourmaline Technology,Purple, 3 Piece Set\", \"asin\": \"B0BN2F767S\", \"price\": \"$18.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ionic Hair Dryer with Diffuser - 2000W Professional Dual Voltage Blow Dryer for All Hair Types, Negative Ion, Fast Drying & Low Noise, Lightweight Design and Intelligent Heat Control\", \"asin\": \"B0DK31PZG8\", \"price\": \"$119.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, High-Speed Ionic Low Noise Blow Dryer with Brushless Motor for Fast Drying, Thermo-Control Quiet Compact Hair Blow Dryer with Magnetic Diffuser for Curly Hair for Home Travel Salon\", \"asin\": \"B0CXNLW3LB\", \"price\": \"$67.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, Blown Away Ionic Hair Dryer for Curly Hair with Diffuser, 1875W Fast Drying Blow Dryer with Ceramic Technology, 3 Attachments for All Hair Types, Light and Quiet, Rose Gold\", \"asin\": \"B09CP8SSGP\", \"price\": \"$31.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer for Salon - 2200W Powerful Blow Dryer - Lightweight Travel for Normal & Curly Hair Includes Volume Styling Nozzle\", \"asin\": \"B07KN63XZH\", \"price\": \"$42.47\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Double Ceramic Hair Dryer with Diffuser | Blow Dryer with Ionic Conditioning | Includes Diffuser and Concentrator | Amazon Exclusive\", \"asin\": \"B0D2JNQ6TQ\", \"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\": \"Hair Dryer with Diffuser, Professional Ionic Blow Dryer with High Speed Brushless Motor, Compact Design for Fast Drying, Intelligent Heat, Airflow Control with LED Display for All Hair Types\", \"asin\": \"B0DB25BHGF\", \"price\": \"$109.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, warmmama Ionic High Speed Hair Dryer 110000RPM 1500W Brushless Motor 3 Speeds and 4 Temps, Hair Blow Dryer for Home and Travel with Diffuser Nozzle Storage Bag\", \"asin\": \"B0DQPP7LD7\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Smart Ionic Hair Dryer with Diffuser \\u2022 Negative Ion Blow Dryer \\u2022 Intelligent Heat Control & Wind Speeds \\u2022 Suitable All Hair Types\", \"asin\": \"B0DK65WGNJ\", \"price\": \"$119.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Infrared Hair Dryer with Diffuser - Ionic Blow Dryer, Diffuser, and Concentrator, Infrared Heat Technology to Prevent Over-Drying for Shiny, Soft Hair with Natural Moisture (White)\", \"asin\": \"B07GZWQDPR\", \"price\": \"$26.44\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FanttikSolo Aura H10 APEX Hair Dryer, Ionic Blow Dryer with HD Display, Brushless Motor, Thermo-Control, Magnetic Concentrator, 110000 RPM High-Speed, LightFlow for Fast Drying & Shine\", \"asin\": \"B0DK5JDNP2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 160000 RPM Professional High-Speed Blow Dryer 2 Billion Negative Ionic Care Hair Dryer (Black Gray)\", \"asin\": \"B0DLVXXVPH\", \"price\": \"$59.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"10X UltraLight Speed Hair Dryer, Blow Dryer with Adjustable Heat & Speed, Professional Hair Dryer for Fast Frizz-Free & Shiny Hair\", \"asin\": \"B01CKH82Y6\", \"price\": \"$239.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Smart-X Hair Dryer with Diffuser, High-Efficiency Blow Dryer with 3 Heat & 3 Speed Settings, Diffuser Hair Dryer Gently Dries, Defines & Reduces Frizz, Self Cleaning Function\", \"asin\": \"B0C2QZ79MX\", \"price\": \"$329.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer with Diffuser for Women - 1500W Professional High Speed Blow Dryer with Comb, 110,000RPM Fast Dry, 200 Million Ionic Hairdryer, 4 Temps & 3 Speeds, 8 Ft Cord for Salon, Metal Gray\", \"asin\": \"B0B8YWGMPN\", \"price\": \"$129.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"INFINITIPRO BY CONAIR Hair Dryer with Diffuser | AC Motor Pro Hair Dryer with Ceramic Technology | Includes Diffuser and Concentrator | Plum - Amazon Exclusive | Packaging May Vary\", \"asin\": \"B0BG3DZFCQ\", \"price\": \"$30.93\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 180000 RPM High-Speed Blow Dryer, 1600W Low Noise Brushless Motor, Negative Lonic Professional Care Hair Dryer, 4 Thermo-Control with Magnetic Diffuser and Nozzle for Travel, Salon(Gray)\", \"asin\": \"B0DLSL1J5J\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer - 160,000 RPM Ionic Blow Dryer - High Speed Fast Drying 1 Min, Professional Hairdryer for Smooth, 9 Temps Set for Women, 500 Million Negative Ions, Lightweight 0.8lb for Travel, Auto Clean\", \"asin\": \"B0DWT3SG8W\", \"price\": \"$69.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Lightweight Ionic Hair Dryer with Diffuser - Powerful 1800W Blow Dryer for Fast Drying - Professional Low Noise Mini Hair Dryer for Travel, Gifts, Hair Styling (Black)\", \"asin\": \"B08621GBMF\", \"price\": \"$33.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hair Dryer, 150000 RPM Professional High-Speed Blow Dryer, Negative Ionic Hair Dryer for Fast Drying, Low Noise Thermo-Control HairDryer with Magnetic Nozzle for Home Travel Women Man\", \"asin\": \"B0D9YMT9L2\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer,160000 RPM High Speed Blow Dryer with 200 Million Negative Ionic, Low Noise Thermo-Control Professional Hair Dryer with Diffuser and Nozzle,Portable Hair Blow Dryer for Home Travel\", \"asin\": \"B0DDWR4VWK\", \"price\": \"$69.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"GoldPro Hair Dryer, Blue, Moisturizing Heat Technology & 24K Gold MX, Ultra-Powerful 1875W AC Motor, Lightweight Blow Dryer with Ergonomic Handle, Multi-Speed Professional Hair Dryer\", \"asin\": \"B01FEE1K5A\", \"price\": \"$135.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"1875 Series Advanced Ionic Compact Hair Dryer, 16 Oz\", \"asin\": \"B07XHYBZ97\", \"price\": \"$82.65\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, 110,000 RPM High-Speed Ionic Blow Dryer for Fast Drying, Professional Lightweight Hairdryer with Diffuser, Magnetic Nozzle, 4 Temps & 2 Speeds, Low Noise for Travel - Black\", \"asin\": \"B0DRG48M24\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Apr 5 - 8 for Prime members\"},\n{\"title\": \"Hair Dryer, 160000 RPM High-Speed Brushless Motor for Fast Drying, 600 Millions Negative Ionic Blow Dryer with HD Display, Low Noise Thermo-Control Hair Dryer with Diffuser and Nozzle\", \"asin\": \"B0D5LL4FX9\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Professional Ionic Hair Dryer (Foldable) \\u2022 Negative Ion Blow Dryer \\u2022 Perfect for Travel \\u2022 Intelligent Heat Control & Rapid Drying Speeds \\u2022 Lightweight Design \\u2022 Low Noise Technology\", \"asin\": \"B0DFKLY59B\", \"price\": \"$129.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer Ionic, 160,000 RPM Hair Dryers for Women w/Ceramic Technology Nozzle for Fast Drying High Speed Blow Dryer 3-Speed Thermo Control Professional Low Noise Design for Home Travel Salon(White)\", \"asin\": \"B0D5M3Y97W\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Hair Dryer, Ionic Blow Dryer, Professional High-Speed Hairdryer with 110,000 RPM Motor for Fast Drying, 3 Temps/3 Speeds Lightweight Hairdryer with Magnetic Nozzle for Home Travel Women Man - Silver\", \"asin\": \"B0D924NX8V\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"}]\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\": \"2025-03-29T23:55:10.398Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"Aujen Silicone License Plate Frames Black, 1 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)\", \"asin\": \"B07X5XCYX7\", \"price\": \"$6.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.70\", \"quantity\": \"\"},\n{\"title\": \"Aujen Silicone License Plate Frames Black, 2 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)\", \"asin\": \"B07YZFM2FQ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"Rightcar Solutions Silicone License Plate Frame | The Original Premium Grade Silicone Car Plate Frame | Rust Proof, Rattle Proof, Weather Proof License Plate Holder (Black)\", \"asin\": \"B07CV5PLFM\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Vitamin B12 1000 mcg, Dietary Supplement for Energy Metabolism Support, 150 Softgels, 150 Day Supply\", \"asin\": \"B00DS5BGDY\", \"price\": \"$10.98\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"06d46ba7\", \"price\": \"$11.72\", \"quantity\": \"\"},\n{\"title\": \"CKAuto Tire Valve Stem Caps, Black, 4 pcs/Pack, Anodized Aluminum Tire Valve Cap Set, Corrosion Resistant, Universal Stem Covers for Cars Trucks Motorcycles SUVs and Bikes\", \"asin\": \"dac7b805\", \"price\": \"$5.09\", \"quantity\": \"\"},\n{\"title\": \"Carlyle Moringa Oleifera | 180 Capsules | Non-GMO and Gluten Free Supplement | Complete Green Superfood | from Moringa Leaf Powder\", \"asin\": \"B0992RGWXQ\", \"price\": \"$9.88\", \"quantity\": \"\"},\n{\"title\": \"QUANQIUFEI 2 Pack License Plate Frames, Stainless Steel Car License Plate Cover Car Accessories with Screw Caps (Black)\", \"asin\": \"noDealId\", \"price\": \"$7.64\", \"quantity\": \"\"},\n{\"title\": \"Horb\\u00e4ach Ginger Root Capsules 1500 mg | 150 Pills | Non-GMO, Gluten Free | Ginger Root Extract\", \"asin\": \"B07Z9P38D1\", \"price\": \"$9.73\", \"quantity\": \"\"},\n{\"title\": \"2PCS Premium Matte Black License Plate Frames, Solid Rust-Proof Aluminum Holder with 2 Holes, Universal Car Frame for Women and Man, Including Screws, by Lengnoyp.\", \"asin\": \"noDealId\", \"price\": \"$6.79\", \"quantity\": \"\"},\n{\"title\": \"Cordless Hair Straightener Brush - Portable Straightening Comb For Travel - 30s Fast Heating,10000mAh Dual USB-C Rechargeable, 300 Million Negative Ions Smoother, Lightweight On-the-Go, Gift for Women\", \"asin\": \"B0DL29THDP\", \"price\": \"$119.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07XPDM4B1\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DDPKX5MZ\", \"price\": \"$89.95\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B00QNC39TI\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DBJ5VZ8Z\", \"price\": \"$199.97\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CFPZL9S1\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0D46MWQJ7\", \"price\": \"$59.90\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07BDD8521\", \"price\": \"$15.74\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07MP5BG7M\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DZH43SW8\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DM635B28\", \"price\": \"$29.77\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B01GPBXSAQ\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B5WMJCV5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B4VXGSXQ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Setting\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Ther\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Bedsure Queen Comforter Set - Dusty Rose Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Cutting Scissors Professional Home Haircutting Barber/Salon Thinning Shears Kit with Comb and Case for Men/Women (Silver\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Professional Hair Cutting Shears Set,6 Inch Barber Hair Cutting Scissors Kit,Hairdressing Thinning Shears for Hair Cutting,Sh\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"La Tourangelle, Avocado Oil, Handcrafted from Premium Avocados, Great for Cooking, as Butter Substitute, and for Skin and Hai\", \"asin\": \"\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"delivery\": \"One-Day FREE delivery Tomorrow, Mar 30 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}]},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"4 Pack\"}, {\"Color\": \"Black Zinc Plated\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"price\": \"$7.99\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]},\n{\"title\": \"Food Scale, 11lb Kitchen Scale with 6 Units Tare Function & LCD Display, 0.05oz/1g Stainless Steel Digital Food Scale Grams and Ounces for Baking, Cooking, Dieting and Meal Prep (Batteries Included)\", \"asin\": \"B0CXM7CY6F\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Minoxidil-5% Extra Strength Hair Regrowth for Men, 6 Month Supply\", \"asin\": \"B003U4YC70\", \"options\": [{\"Size\": \"6 Count (Pack of 1)\"}]},\n{\"title\": \"Minoxidil Liquid Extra Strength Hair Regrowth Treatment for Men, 5% Topical Solution, 6 Months Supply - Dropper Applicator and Bonus Free Instructional Guide Included\", \"asin\": \"B0CP6LXPLK\", \"options\": []},\n{\"title\": \"Chesapeake Bay Candle Medium Jar Scented Candle, Serenity + Calm (Lavender Thyme), Home D\\u00e9cor, Orange, Gifting Idea, Burn Time of 50 Hours\", \"asin\": \"B07GH691SQ\", \"options\": [{\"Scent\": \"Serenity + Calm\"}, {\"Size\": \"Medium Jar\"}]},\n{\"title\": \"Minoxidil-5% Extra Strength Hair Regrowth for Men, 3 Count, 2 Ounce Bottles\", \"asin\": \"B000FQ73O0\", \"price\": \"$15.79\", \"options\": []},\n{\"title\": \"Rogaine Women's 2% Minoxidil Topical Solution for Womens Hair Thinning and Loss & Hair Regrowth, 3-Month Supply, 4 Piece Set, Unscented, 6 Fl Oz\", \"asin\": \"B00BMLOKHU\", \"options\": [{\"Style\": \"Topical Hair Regrowth Treatment\"}]},\n{\"asin\": \"B00BMLOKHU\", \"options\": []},\n{\"title\": \"Women's Rogaine 5% Minoxidil Foam, Topical Once-A-Day Hair Loss Treatment for Women to Regrow Fuller, Thicker Hair, Unscented, 4-Month Supply, 2 x 2.11 oz\", \"asin\": \"B00M6I5SNI\", \"options\": [{\"Style\": \"Rogaine 4 Month Supply\"}, {\"Configuration\": \"Foam\"}]},\n{\"title\": \"Nutrafol Women's Hair Growth Supplements, Ages 18-44, Clinically Proven for Visibly Thicker and Stronger Hair, Dermatologist Recommended - 1 Month Supply\", \"asin\": \"B00LU4CZP8\", \"options\": []},\n{\"title\": \"VITUER Paring knife, 4PCS Paring knives (4 Knives and 4 Knife cover), 4 Inch Peeling Knife, Fruit and Vegetable Knife, Ultra Sharp Kitchen Knives, German Steel, PP Plastic Handle\", \"asin\": \"B098XFGHV2\", \"options\": []},\n{\"title\": \"Gevi Espresso Machine 20 Bar High Pressure,Super Automatic Espresso Machines with Milk Frother Steam Wand,Cappuccino & Latte Maker with Volume Control for Home,Espresso Maker\\uff0cGift for Coffee Lover\", \"asin\": \"B0CRVMQN3N\", \"options\": []}]\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\": \"2025-03-29T23:55:50.002Z\", // 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
|
2025-03-29T23:55:50.002Z
|
purchase
|
B0DR5B8SSV, B01BB6YL60
|
rule
|
2025-03-29T23:55:50.002Z
|
train
| 2,941 |
2025-03-29T23:55:50.002Z
|
purchase
|
B0DR5B8SSV, B01BB6YL60
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"promotion_items": [{"title": "Aujen Silicone License Plate Frames Black, 1 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)", "asin": "B07X5XCYX7", "price": "$6.79", "quantity": ""},
{"title": "Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel", "asin": "B0DHRR4DD2", "price": "$69.99", "quantity": ""},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.70", "quantity": ""},
{"title": "Aujen Silicone License Plate Frames Black, 2 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)", "asin": "B07YZFM2FQ", "price": "$9.99", "quantity": ""},
{"title": "Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct", "asin": "B00H5PJ0HW", "price": "$9.50", "quantity": ""},
{"title": "Rightcar Solutions Silicone License Plate Frame | The Original Premium Grade Silicone Car Plate Frame | Rust Proof, Rattle Proof, Weather Proof License Plate Holder (Black)", "asin": "B07CV5PLFM", "price": "$9.99", "quantity": ""},
{"title": "Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct", "asin": "B009SZXM4E", "price": "$8.88", "quantity": ""},
{"title": "Nature Made Vitamin B12 1000 mcg, Dietary Supplement for Energy Metabolism Support, 150 Softgels, 150 Day Supply", "asin": "B00DS5BGDY", "price": "$10.98", "quantity": ""},
{"title": "AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels", "asin": "06d46ba7", "price": "$11.72", "quantity": ""},
{"title": "CKAuto Tire Valve Stem Caps, Black, 4 pcs/Pack, Anodized Aluminum Tire Valve Cap Set, Corrosion Resistant, Universal Stem Covers for Cars Trucks Motorcycles SUVs and Bikes", "asin": "dac7b805", "price": "$5.09", "quantity": ""},
{"title": "Carlyle Moringa Oleifera | 180 Capsules | Non-GMO and Gluten Free Supplement | Complete Green Superfood | from Moringa Leaf Powder", "asin": "B0992RGWXQ", "price": "$9.88", "quantity": ""},
{"title": "QUANQIUFEI 2 Pack License Plate Frames, Stainless Steel Car License Plate Cover Car Accessories with Screw Caps (Black)", "asin": "noDealId", "price": "$7.64", "quantity": ""},
{"title": "Horb\u00e4ach Ginger Root Capsules 1500 mg | 150 Pills | Non-GMO, Gluten Free | Ginger Root Extract", "asin": "B07Z9P38D1", "price": "$9.73", "quantity": ""},
{"title": "2PCS Premium Matte Black License Plate Frames, Solid Rust-Proof Aluminum Holder with 2 Holes, Universal Car Frame for Women and Man, Including Screws, by Lengnoyp.", "asin": "noDealId", "price": "$6.79", "quantity": ""},
{"title": "Cordless Hair Straightener Brush - Portable Straightening Comb For Travel - 30s Fast Heating,10000mAh Dual USB-C Rechargeable, 300 Million Negative Ions Smoother, Lightweight On-the-Go, Gift for Women", "asin": "B0DL29THDP", "price": "$119.99", "quantity": ""},
{"title": "", "asin": "B07XPDM4B1", "price": "$12.99", "quantity": ""},
{"title": "", "asin": "B0DDPKX5MZ", "price": "$89.95", "quantity": ""},
{"title": "", "asin": "B0DSVZTGJH", "price": "$399.99", "quantity": ""},
{"title": "", "asin": "B00QNC39TI", "price": "$34.99", "quantity": ""},
{"title": "", "asin": "B0DBJ5VZ8Z", "price": "$199.97", "quantity": ""},
{"title": "", "asin": "B0CFPZL9S1", "price": "$89.99", "quantity": ""},
{"title": "", "asin": "B0D46MWQJ7", "price": "$59.90", "quantity": ""},
{"title": "", "asin": "B07BDD8521", "price": "$15.74", "quantity": ""},
{"title": "", "asin": "B07MP5BG7M", "price": "$33.99", "quantity": ""},
{"title": "", "asin": "B0DZH43SW8", "price": "$39.99", "quantity": ""},
{"title": "", "asin": "B0DM635B28", "price": "$29.77", "quantity": ""},
{"title": "", "asin": "B01GPBXSAQ", "price": "$23.99", "quantity": ""},
{"title": "", "asin": "B0B5WMJCV5", "price": "$25.99", "quantity": ""},
{"title": "", "asin": "B0B4VXGSXQ", "price": "$38.99", "quantity": ""},
{"title": "Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Setting", "asin": "", "quantity": ""},
{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Ther", "asin": "", "quantity": ""},
{"title": "Bedsure Queen Comforter Set - Dusty Rose Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter", "asin": "", "quantity": ""},
{"title": "Hair Cutting Scissors Professional Home Haircutting Barber/Salon Thinning Shears Kit with Comb and Case for Men/Women (Silver", "asin": "", "quantity": ""},
{"title": "Professional Hair Cutting Shears Set,6 Inch Barber Hair Cutting Scissors Kit,Hairdressing Thinning Shears for Hair Cutting,Sh", "asin": "", "quantity": ""},
{"title": "La Tourangelle, Avocado Oil, Handcrafted from Premium Avocados, Great for Cooking, as Butter Substitute, and for Skin and Hai", "asin": "", "quantity": ""}],
"active_items": [{"title": "Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)", "asin": "B0DR5B8SSV", "delivery": "One-Day FREE delivery Tomorrow, Mar 30 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}]},
{"title": "License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)", "asin": "B01BB6YL60", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "4 Pack"}, {"Color": "Black Zinc Plated"}]},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}],
"saved_items": [{"title": "VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105", "asin": "B0DGPVLWRX", "price": "$49.99", "options": [{"Style": "Snow Chains"}, {"Size": "Series 232105"}]},
{"asin": "B0DGPVLWRX", "options": []},
{"title": "Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)", "asin": "B0CXT6L9H5", "options": [{"Flavor Name": "Ceremonial Daily"}, {"Size": "1.06 ounce / 30 grams"}]},
{"title": "Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm", "asin": "B07MYY34Q1", "options": []},
{"title": "ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\u00b0 Nozzle, Auto Shut-Off, Filterless, Black", "asin": "B0B9MCCY1K", "options": [{"Color": "2.0L Standard Humidifier"}]},
{"asin": "B0B9MCCY1K", "options": []},
{"title": "NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves", "asin": "B0CJ4LZRQT", "options": []},
{"title": "findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection", "asin": "B07MW2R64Z", "price": "$19.99", "options": [{"Color": "A1-white Silver Vlt 10%"}]},
{"title": "Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz", "asin": "B00D12KGVW", "options": []},
{"asin": "B00D12KGVW", "options": []},
{"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "options": [{"Size": "8\"Square"}, {"Number of Items": "125"}]},
{"title": "Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)", "asin": "B08CZDYNF7", "price": "$7.99", "options": [{"Color": "Silver"}]},
{"title": "Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink", "asin": "B0BBLJBWTH", "options": [{"Color": "Medium-Pink"}]},
{"title": "Food Scale, 11lb Kitchen Scale with 6 Units Tare Function & LCD Display, 0.05oz/1g Stainless Steel Digital Food Scale Grams and Ounces for Baking, Cooking, Dieting and Meal Prep (Batteries Included)", "asin": "B0CXM7CY6F", "options": [{"Color": "Silver"}]},
{"title": "Minoxidil-5% Extra Strength Hair Regrowth for Men, 6 Month Supply", "asin": "B003U4YC70", "options": [{"Size": "6 Count (Pack of 1)"}]},
{"title": "Minoxidil Liquid Extra Strength Hair Regrowth Treatment for Men, 5% Topical Solution, 6 Months Supply - Dropper Applicator and Bonus Free Instructional Guide Included", "asin": "B0CP6LXPLK", "options": []},
{"title": "Chesapeake Bay Candle Medium Jar Scented Candle, Serenity + Calm (Lavender Thyme), Home D\u00e9cor, Orange, Gifting Idea, Burn Time of 50 Hours", "asin": "B07GH691SQ", "options": [{"Scent": "Serenity + Calm"}, {"Size": "Medium Jar"}]},
{"title": "Minoxidil-5% Extra Strength Hair Regrowth for Men, 3 Count, 2 Ounce Bottles", "asin": "B000FQ73O0", "price": "$15.79", "options": []},
{"title": "Rogaine Women's 2% Minoxidil Topical Solution for Womens Hair Thinning and Loss & Hair Regrowth, 3-Month Supply, 4 Piece Set, Unscented, 6 Fl Oz", "asin": "B00BMLOKHU", "options": [{"Style": "Topical Hair Regrowth Treatment"}]},
{"asin": "B00BMLOKHU", "options": []},
{"title": "Women's Rogaine 5% Minoxidil Foam, Topical Once-A-Day Hair Loss Treatment for Women to Regrow Fuller, Thicker Hair, Unscented, 4-Month Supply, 2 x 2.11 oz", "asin": "B00M6I5SNI", "options": [{"Style": "Rogaine 4 Month Supply"}, {"Configuration": "Foam"}]},
{"title": "Nutrafol Women's Hair Growth Supplements, Ages 18-44, Clinically Proven for Visibly Thicker and Stronger Hair, Dermatologist Recommended - 1 Month Supply", "asin": "B00LU4CZP8", "options": []},
{"title": "VITUER Paring knife, 4PCS Paring knives (4 Knives and 4 Knife cover), 4 Inch Peeling Knife, Fruit and Vegetable Knife, Ultra Sharp Kitchen Knives, German Steel, PP Plastic Handle", "asin": "B098XFGHV2", "options": []},
{"title": "Gevi Espresso Machine 20 Bar High Pressure,Super Automatic Espresso Machines with Milk Frother Steam Wand,Cappuccino & Latte Maker with Volume Control for Home,Espresso Maker\uff0cGift for Coffee Lover", "asin": "B0CRVMQN3N", "options": []}]
<|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": "2025-03-29T23:55:50.002Z", // 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_action>purchase</answer_action><answer_argument>B0DR5B8SSV, B01BB6YL60</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B0DR5B8SSV, B01BB6YL60</answer_argument>",
"index": 2941,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"Aujen Silicone License Plate Frames Black, 1 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)\", \"asin\": \"B07X5XCYX7\", \"price\": \"$6.79\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer, 160000 RPM Portable Professional Ionic Hair Dryer with 500 Million Negative Ions, Fast-Drying, Low Noise with Diffuser & Nozzle, Lightweight for Home and Travel\", \"asin\": \"B0DHRR4DD2\", \"price\": \"$69.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.70\", \"quantity\": \"\"},\n{\"title\": \"Aujen Silicone License Plate Frames Black, 2 Pack Car License Plate Frame, Universal US Car Black License Plate Holders Brackets Rust-Proof, Rattle-Proof, Weather-Proof Car Accessories(Black)\", \"asin\": \"B07YZFM2FQ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"Rightcar Solutions Silicone License Plate Frame | The Original Premium Grade Silicone Car Plate Frame | Rust Proof, Rattle Proof, Weather Proof License Plate Holder (Black)\", \"asin\": \"B07CV5PLFM\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Vitamin B12 1000 mcg, Dietary Supplement for Energy Metabolism Support, 150 Softgels, 150 Day Supply\", \"asin\": \"B00DS5BGDY\", \"price\": \"$10.98\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"06d46ba7\", \"price\": \"$11.72\", \"quantity\": \"\"},\n{\"title\": \"CKAuto Tire Valve Stem Caps, Black, 4 pcs/Pack, Anodized Aluminum Tire Valve Cap Set, Corrosion Resistant, Universal Stem Covers for Cars Trucks Motorcycles SUVs and Bikes\", \"asin\": \"dac7b805\", \"price\": \"$5.09\", \"quantity\": \"\"},\n{\"title\": \"Carlyle Moringa Oleifera | 180 Capsules | Non-GMO and Gluten Free Supplement | Complete Green Superfood | from Moringa Leaf Powder\", \"asin\": \"B0992RGWXQ\", \"price\": \"$9.88\", \"quantity\": \"\"},\n{\"title\": \"QUANQIUFEI 2 Pack License Plate Frames, Stainless Steel Car License Plate Cover Car Accessories with Screw Caps (Black)\", \"asin\": \"noDealId\", \"price\": \"$7.64\", \"quantity\": \"\"},\n{\"title\": \"Horb\\u00e4ach Ginger Root Capsules 1500 mg | 150 Pills | Non-GMO, Gluten Free | Ginger Root Extract\", \"asin\": \"B07Z9P38D1\", \"price\": \"$9.73\", \"quantity\": \"\"},\n{\"title\": \"2PCS Premium Matte Black License Plate Frames, Solid Rust-Proof Aluminum Holder with 2 Holes, Universal Car Frame for Women and Man, Including Screws, by Lengnoyp.\", \"asin\": \"noDealId\", \"price\": \"$6.79\", \"quantity\": \"\"},\n{\"title\": \"Cordless Hair Straightener Brush - Portable Straightening Comb For Travel - 30s Fast Heating,10000mAh Dual USB-C Rechargeable, 300 Million Negative Ions Smoother, Lightweight On-the-Go, Gift for Women\", \"asin\": \"B0DL29THDP\", \"price\": \"$119.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07XPDM4B1\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DDPKX5MZ\", \"price\": \"$89.95\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DSVZTGJH\", \"price\": \"$399.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B00QNC39TI\", \"price\": \"$34.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DBJ5VZ8Z\", \"price\": \"$199.97\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CFPZL9S1\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0D46MWQJ7\", \"price\": \"$59.90\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07BDD8521\", \"price\": \"$15.74\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07MP5BG7M\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DZH43SW8\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0DM635B28\", \"price\": \"$29.77\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B01GPBXSAQ\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B5WMJCV5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B4VXGSXQ\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Panasonic nanoe Salon Hair Dryer with Oscillating Quick Dry Nozzle, Folding Hair Dryer for Travel and Home, 3 Airflow Setting\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Ther\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Bedsure Queen Comforter Set - Dusty Rose Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Hair Cutting Scissors Professional Home Haircutting Barber/Salon Thinning Shears Kit with Comb and Case for Men/Women (Silver\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Professional Hair Cutting Shears Set,6 Inch Barber Hair Cutting Scissors Kit,Hairdressing Thinning Shears for Hair Cutting,Sh\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"La Tourangelle, Avocado Oil, Handcrafted from Premium Avocados, Great for Cooking, as Butter Substitute, and for Skin and Hai\", \"asin\": \"\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Hair Dryer Blow Dryer,180000 RPM High-Speed Brushless Motor 500 Millions Negative Ionic hairdryer for Fast Drying, Quiet Thermo-Control Hair dryers for Women Home Travel Salon (White)\", \"asin\": \"B0DR5B8SSV\", \"delivery\": \"One-Day FREE delivery Tomorrow, Mar 30 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}]},\n{\"title\": \"License Plate Screws with Rustproof Finish - License Plate Screw Kit for Front & Rear Plates - License Plate Bolts for Domestic Vehicles - Stainless Steel Screws for License Plates (4-Pack, Black)\", \"asin\": \"B01BB6YL60\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"4 Pack\"}, {\"Color\": \"Black Zinc Plated\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"price\": \"$7.99\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]},\n{\"title\": \"Food Scale, 11lb Kitchen Scale with 6 Units Tare Function & LCD Display, 0.05oz/1g Stainless Steel Digital Food Scale Grams and Ounces for Baking, Cooking, Dieting and Meal Prep (Batteries Included)\", \"asin\": \"B0CXM7CY6F\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Minoxidil-5% Extra Strength Hair Regrowth for Men, 6 Month Supply\", \"asin\": \"B003U4YC70\", \"options\": [{\"Size\": \"6 Count (Pack of 1)\"}]},\n{\"title\": \"Minoxidil Liquid Extra Strength Hair Regrowth Treatment for Men, 5% Topical Solution, 6 Months Supply - Dropper Applicator and Bonus Free Instructional Guide Included\", \"asin\": \"B0CP6LXPLK\", \"options\": []},\n{\"title\": \"Chesapeake Bay Candle Medium Jar Scented Candle, Serenity + Calm (Lavender Thyme), Home D\\u00e9cor, Orange, Gifting Idea, Burn Time of 50 Hours\", \"asin\": \"B07GH691SQ\", \"options\": [{\"Scent\": \"Serenity + Calm\"}, {\"Size\": \"Medium Jar\"}]},\n{\"title\": \"Minoxidil-5% Extra Strength Hair Regrowth for Men, 3 Count, 2 Ounce Bottles\", \"asin\": \"B000FQ73O0\", \"price\": \"$15.79\", \"options\": []},\n{\"title\": \"Rogaine Women's 2% Minoxidil Topical Solution for Womens Hair Thinning and Loss & Hair Regrowth, 3-Month Supply, 4 Piece Set, Unscented, 6 Fl Oz\", \"asin\": \"B00BMLOKHU\", \"options\": [{\"Style\": \"Topical Hair Regrowth Treatment\"}]},\n{\"asin\": \"B00BMLOKHU\", \"options\": []},\n{\"title\": \"Women's Rogaine 5% Minoxidil Foam, Topical Once-A-Day Hair Loss Treatment for Women to Regrow Fuller, Thicker Hair, Unscented, 4-Month Supply, 2 x 2.11 oz\", \"asin\": \"B00M6I5SNI\", \"options\": [{\"Style\": \"Rogaine 4 Month Supply\"}, {\"Configuration\": \"Foam\"}]},\n{\"title\": \"Nutrafol Women's Hair Growth Supplements, Ages 18-44, Clinically Proven for Visibly Thicker and Stronger Hair, Dermatologist Recommended - 1 Month Supply\", \"asin\": \"B00LU4CZP8\", \"options\": []},\n{\"title\": \"VITUER Paring knife, 4PCS Paring knives (4 Knives and 4 Knife cover), 4 Inch Peeling Knife, Fruit and Vegetable Knife, Ultra Sharp Kitchen Knives, German Steel, PP Plastic Handle\", \"asin\": \"B098XFGHV2\", \"options\": []},\n{\"title\": \"Gevi Espresso Machine 20 Bar High Pressure,Super Automatic Espresso Machines with Milk Frother Steam Wand,Cappuccino & Latte Maker with Volume Control for Home,Espresso Maker\\uff0cGift for Coffee Lover\", \"asin\": \"B0CRVMQN3N\", \"options\": []}]\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\": \"2025-03-29T23:55:50.002Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"eye drop\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 19 Fluid Ounce\", \"asin\": \"B08CQDF382\", \"price\": \"$17.80\", \"quantity\": \"1\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\"}],\n\"search_results\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"delivery\": \"FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)\", \"asin\": \"B00008BRR8\", \"price\": \"$14.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz\", \"asin\": \"B074NCBXCT\", \"price\": \"$3.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each\", \"asin\": \"B0036B8QL0\", \"price\": \"$16.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B08MN19TZV\", \"price\": \"$18.52\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)\", \"asin\": \"B0753PZSV4\", \"price\": \"$5.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz\", \"asin\": \"B000R36JOG\", \"price\": \"$3.49\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz\", \"asin\": \"B0013IRBGE\", \"price\": \"$11.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B089BHRK6P\", \"price\": \"$5.79\", \"delivery\": \" $8.99 delivery Today 4 PM - 6 PM on orders over $10\"},\n{\"title\": \"Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary\", \"asin\": \"B000R2VCIA\", \"price\": \"$18.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz\", \"asin\": \"B07SHL6CH6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Nighttime Lubricant Eye Ointment 3.5g Tube\", \"asin\": \"B001G0ML14\", \"price\": \"$14.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)\", \"asin\": \"B003DH541M\", \"price\": \"$10.12\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers\", \"asin\": \"B000092YOV\", \"price\": \"$21.88\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle\", \"asin\": \"B00K3IQ42W\", \"price\": \"$5.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml\", \"asin\": \"B075ZW75B4\", \"price\": \"$26.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)\", \"asin\": \"B07VRQX2B5\", \"price\": \"$14.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)\", \"asin\": \"B0897V6H9C\", \"price\": \"$13.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz\", \"asin\": \"B00J56MMPQ\", \"price\": \"$22.72\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle\", \"asin\": \"B09TD27BR5\", \"price\": \"$12.26\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)\", \"asin\": \"B014PEZR1S\", \"price\": \"$21.22\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)\", \"asin\": \"B09NRYCNDC\", \"price\": \"$26.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials\", \"asin\": \"B07PJP5D2S\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ\", \"asin\": \"B0012UPCX2\", \"price\": \"$3.52\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)\", \"asin\": \"B078MSPTSQ\", \"price\": \"$22.28\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Naphcon-A Eye Drops, 15-mL\", \"asin\": \"B000GG5UEO\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)\", \"asin\": \"B00B6A6VFQ\", \"price\": \"$20.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)\", \"asin\": \"B07WY754MK\", \"price\": \"$15.62\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)\", \"asin\": \"B0BRNTR8Q8\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Apr 10 - 14 Only 2 left in stock - order soon.\"},\n{\"title\": \"Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)\", \"asin\": \"B072V53H8Y\", \"price\": \"$13.20\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack\", \"asin\": \"B07QWYHK55\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)\", \"asin\": \"B012H5W7W4\", \"price\": \"$19.17\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zaditor Antihistamine Eye Drops, 5-mL\", \"asin\": \"B00119SZOW\", \"price\": \"$13.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle\", \"asin\": \"B072V6NK7X\", \"price\": \"$16.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B00005V9CG\", \"price\": \"$11.55\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B0014ZR2OM\", \"price\": \"$11.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz\", \"asin\": \"B08BPTXLJW\", \"price\": \"$3.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz\", \"asin\": \"B0BNLRSCRR\", \"price\": \"$12.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)\", \"asin\": \"B004IXZJ4W\", \"price\": \"$13.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz\", \"asin\": \"B004L0PYXI\", \"price\": \"$6.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes\", \"asin\": \"B0015HJ968\", \"price\": \"$15.87\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count\", \"asin\": \"B003CH9NIS\", \"price\": \"$10.87\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)\", \"asin\": \"B0C2S4163L\", \"price\": \"$16.10\", \"delivery\": \"FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary\", \"asin\": \"B01E694BOQ\", \"price\": \"$16.40\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz\", \"asin\": \"B07DT7M78F\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:29:18.785Z\", // 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
|
2025-04-04T20:29:18.785Z
|
click
|
quantity
|
rule
|
2025-04-04T20:29:18.785Z
|
train
| 2,942 |
2025-04-04T20:29:18.785Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|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": "eye drop"}],
"cart_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$13.69", "quantity": "1"},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 19 Fluid Ounce", "asin": "B08CQDF382", "price": "$17.80", "quantity": "1"},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\n0.01 Fl Oz (Pack of 50)", "asin": "B000052XFC", "price": "$16.30", "quantity": ""},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\n30 Count (Pack of 1)", "asin": "B074ZHK96H", "price": "$18.26", "quantity": ""},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "quantity": ""},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\n60 Count (Pack of 1)", "asin": "B00BQCK52E", "price": "$22.26", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\n0.01 Fl Oz (Pack of 50)", "asin": "B000052XFC", "price": "$16.30", "quantity": ""},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\n30 Count (Pack of 1)", "asin": "B074ZHK96H", "price": "$18.26", "quantity": ""},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "quantity": ""},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\n60 Count (Pack of 1)", "asin": "B00BQCK52E", "price": "$22.26", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""}],
"ads": [{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H"},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC"}],
"search_results": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H", "price": "$18.26", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary", "asin": "B00BQCK52E", "price": "$22.26", "delivery": "FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4"},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)", "asin": "B00008BRR8", "price": "$14.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz", "asin": "B074NCBXCT", "price": "$3.92", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$16.41", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)", "asin": "B07XC95XP2", "price": "$11.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count", "asin": "B00B5SEJEY", "price": "$16.23", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B0897ZV5VV", "price": "$7.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B08MN19TZV", "price": "$18.52", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)", "asin": "B095XC79R4", "price": "$12.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)", "asin": "B0753PZSV4", "price": "$5.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz", "asin": "B000R36JOG", "price": "$3.49", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz", "asin": "B0013IRBGE", "price": "$11.97", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H", "price": "$18.26", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B089BHRK6P", "price": "$5.79", "delivery": " $8.99 delivery Today 4 PM - 6 PM on orders over $10"},
{"title": "Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary", "asin": "B000R2VCIA", "price": "$18.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz", "asin": "B07SHL6CH6", "price": "$7.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Nighttime Lubricant Eye Ointment 3.5g Tube", "asin": "B001G0ML14", "price": "$14.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)", "asin": "B003DH541M", "price": "$10.12", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers", "asin": "B000092YOV", "price": "$21.88", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle", "asin": "B00K3IQ42W", "price": "$5.46", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml", "asin": "B075ZW75B4", "price": "$26.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)", "asin": "B07VRQX2B5", "price": "$14.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)", "asin": "B0897V6H9C", "price": "$13.38", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz", "asin": "B00J56MMPQ", "price": "$22.72", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle", "asin": "B09TD27BR5", "price": "$12.26", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)", "asin": "B014PEZR1S", "price": "$21.22", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)", "asin": "B095XC79R4", "price": "$12.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count", "asin": "B00B5SEJEY", "price": "$16.23", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)", "asin": "B09NRYCNDC", "price": "$26.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials", "asin": "B07PJP5D2S", "price": "$10.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ", "asin": "B0012UPCX2", "price": "$3.52", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)", "asin": "B078MSPTSQ", "price": "$22.28", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon."},
{"title": "Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)", "asin": "B000KPPQAY", "price": "$15.97", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Naphcon-A Eye Drops, 15-mL", "asin": "B000GG5UEO", "price": "$10.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)", "asin": "B00B6A6VFQ", "price": "$20.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)", "asin": "B07WY754MK", "price": "$15.62", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)", "asin": "B07XC95XP2", "price": "$11.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)", "asin": "B0BRNTR8Q8", "price": "$17.99", "delivery": "FREE delivery Apr 10 - 14 Only 2 left in stock - order soon."},
{"title": "Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)", "asin": "B072V53H8Y", "price": "$13.20", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack", "asin": "B07QWYHK55", "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 9 on $35 of items shipped by Amazon"},
{"title": "Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)", "asin": "B012H5W7W4", "price": "$19.17", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Zaditor Antihistamine Eye Drops, 5-mL", "asin": "B00119SZOW", "price": "$13.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle", "asin": "B072V6NK7X", "price": "$16.38", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B0897ZV5VV", "price": "$7.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile", "asin": "B00005V9CG", "price": "$11.55", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile", "asin": "B0014ZR2OM", "price": "$11.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz", "asin": "B08BPTXLJW", "price": "$3.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz", "asin": "B0BNLRSCRR", "price": "$12.46", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)", "asin": "B004IXZJ4W", "price": "$13.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz", "asin": "B004L0PYXI", "price": "$6.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes", "asin": "B0015HJ968", "price": "$15.87", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count", "asin": "B003CH9NIS", "price": "$10.87", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)", "asin": "B0C2S4163L", "price": "$16.10", "delivery": "FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11"},
{"title": "GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary", "asin": "B01E694BOQ", "price": "$16.40", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz", "asin": "B07DT7M78F", "price": "$15.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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": "2025-04-04T20:29:18.785Z", // 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_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 2942,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\": \"eye drop\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 19 Fluid Ounce\", \"asin\": \"B08CQDF382\", \"price\": \"$17.80\", \"quantity\": \"1\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\"}],\n\"search_results\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"delivery\": \"FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)\", \"asin\": \"B00008BRR8\", \"price\": \"$14.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz\", \"asin\": \"B074NCBXCT\", \"price\": \"$3.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each\", \"asin\": \"B0036B8QL0\", \"price\": \"$16.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B08MN19TZV\", \"price\": \"$18.52\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)\", \"asin\": \"B0753PZSV4\", \"price\": \"$5.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz\", \"asin\": \"B000R36JOG\", \"price\": \"$3.49\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz\", \"asin\": \"B0013IRBGE\", \"price\": \"$11.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B089BHRK6P\", \"price\": \"$5.79\", \"delivery\": \" $8.99 delivery Today 4 PM - 6 PM on orders over $10\"},\n{\"title\": \"Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary\", \"asin\": \"B000R2VCIA\", \"price\": \"$18.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz\", \"asin\": \"B07SHL6CH6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Nighttime Lubricant Eye Ointment 3.5g Tube\", \"asin\": \"B001G0ML14\", \"price\": \"$14.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)\", \"asin\": \"B003DH541M\", \"price\": \"$10.12\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers\", \"asin\": \"B000092YOV\", \"price\": \"$21.88\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle\", \"asin\": \"B00K3IQ42W\", \"price\": \"$5.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml\", \"asin\": \"B075ZW75B4\", \"price\": \"$26.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)\", \"asin\": \"B07VRQX2B5\", \"price\": \"$14.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)\", \"asin\": \"B0897V6H9C\", \"price\": \"$13.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz\", \"asin\": \"B00J56MMPQ\", \"price\": \"$22.72\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle\", \"asin\": \"B09TD27BR5\", \"price\": \"$12.26\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)\", \"asin\": \"B014PEZR1S\", \"price\": \"$21.22\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)\", \"asin\": \"B09NRYCNDC\", \"price\": \"$26.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials\", \"asin\": \"B07PJP5D2S\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ\", \"asin\": \"B0012UPCX2\", \"price\": \"$3.52\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)\", \"asin\": \"B078MSPTSQ\", \"price\": \"$22.28\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Naphcon-A Eye Drops, 15-mL\", \"asin\": \"B000GG5UEO\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)\", \"asin\": \"B00B6A6VFQ\", \"price\": \"$20.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)\", \"asin\": \"B07WY754MK\", \"price\": \"$15.62\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)\", \"asin\": \"B0BRNTR8Q8\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Apr 10 - 14 Only 2 left in stock - order soon.\"},\n{\"title\": \"Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)\", \"asin\": \"B072V53H8Y\", \"price\": \"$13.20\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack\", \"asin\": \"B07QWYHK55\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)\", \"asin\": \"B012H5W7W4\", \"price\": \"$19.17\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zaditor Antihistamine Eye Drops, 5-mL\", \"asin\": \"B00119SZOW\", \"price\": \"$13.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle\", \"asin\": \"B072V6NK7X\", \"price\": \"$16.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B00005V9CG\", \"price\": \"$11.55\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B0014ZR2OM\", \"price\": \"$11.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz\", \"asin\": \"B08BPTXLJW\", \"price\": \"$3.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz\", \"asin\": \"B0BNLRSCRR\", \"price\": \"$12.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)\", \"asin\": \"B004IXZJ4W\", \"price\": \"$13.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz\", \"asin\": \"B004L0PYXI\", \"price\": \"$6.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes\", \"asin\": \"B0015HJ968\", \"price\": \"$15.87\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count\", \"asin\": \"B003CH9NIS\", \"price\": \"$10.87\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)\", \"asin\": \"B0C2S4163L\", \"price\": \"$16.10\", \"delivery\": \"FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary\", \"asin\": \"B01E694BOQ\", \"price\": \"$16.40\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz\", \"asin\": \"B07DT7M78F\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:29:18.785Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"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\": \"eye drop\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"asin\": \"B08CQDF382\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\"}],\n\"search_results\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"delivery\": \"FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)\", \"asin\": \"B00008BRR8\", \"price\": \"$14.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz\", \"asin\": \"B074NCBXCT\", \"price\": \"$3.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each\", \"asin\": \"B0036B8QL0\", \"price\": \"$16.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B08MN19TZV\", \"price\": \"$18.52\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)\", \"asin\": \"B0753PZSV4\", \"price\": \"$5.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz\", \"asin\": \"B000R36JOG\", \"price\": \"$3.49\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz\", \"asin\": \"B0013IRBGE\", \"price\": \"$11.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B089BHRK6P\", \"price\": \"$5.79\", \"delivery\": \" $8.99 delivery Today 4 PM - 6 PM on orders over $10\"},\n{\"title\": \"Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary\", \"asin\": \"B000R2VCIA\", \"price\": \"$18.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz\", \"asin\": \"B07SHL6CH6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Nighttime Lubricant Eye Ointment 3.5g Tube\", \"asin\": \"B001G0ML14\", \"price\": \"$14.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)\", \"asin\": \"B003DH541M\", \"price\": \"$10.12\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers\", \"asin\": \"B000092YOV\", \"price\": \"$21.88\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle\", \"asin\": \"B00K3IQ42W\", \"price\": \"$5.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml\", \"asin\": \"B075ZW75B4\", \"price\": \"$26.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)\", \"asin\": \"B07VRQX2B5\", \"price\": \"$14.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)\", \"asin\": \"B0897V6H9C\", \"price\": \"$13.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz\", \"asin\": \"B00J56MMPQ\", \"price\": \"$22.72\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle\", \"asin\": \"B09TD27BR5\", \"price\": \"$12.26\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)\", \"asin\": \"B014PEZR1S\", \"price\": \"$21.22\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)\", \"asin\": \"B09NRYCNDC\", \"price\": \"$26.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials\", \"asin\": \"B07PJP5D2S\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ\", \"asin\": \"B0012UPCX2\", \"price\": \"$3.52\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)\", \"asin\": \"B078MSPTSQ\", \"price\": \"$22.28\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Naphcon-A Eye Drops, 15-mL\", \"asin\": \"B000GG5UEO\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)\", \"asin\": \"B00B6A6VFQ\", \"price\": \"$20.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)\", \"asin\": \"B07WY754MK\", \"price\": \"$15.62\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)\", \"asin\": \"B0BRNTR8Q8\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Apr 10 - 14 Only 2 left in stock - order soon.\"},\n{\"title\": \"Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)\", \"asin\": \"B072V53H8Y\", \"price\": \"$13.20\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack\", \"asin\": \"B07QWYHK55\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)\", \"asin\": \"B012H5W7W4\", \"price\": \"$19.17\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zaditor Antihistamine Eye Drops, 5-mL\", \"asin\": \"B00119SZOW\", \"price\": \"$13.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle\", \"asin\": \"B072V6NK7X\", \"price\": \"$16.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B00005V9CG\", \"price\": \"$11.55\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B0014ZR2OM\", \"price\": \"$11.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz\", \"asin\": \"B08BPTXLJW\", \"price\": \"$3.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz\", \"asin\": \"B0BNLRSCRR\", \"price\": \"$12.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)\", \"asin\": \"B004IXZJ4W\", \"price\": \"$13.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz\", \"asin\": \"B004L0PYXI\", \"price\": \"$6.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes\", \"asin\": \"B0015HJ968\", \"price\": \"$15.87\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count\", \"asin\": \"B003CH9NIS\", \"price\": \"$10.87\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)\", \"asin\": \"B0C2S4163L\", \"price\": \"$16.10\", \"delivery\": \"FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary\", \"asin\": \"B01E694BOQ\", \"price\": \"$16.40\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz\", \"asin\": \"B07DT7M78F\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:29:23.599Z\", // 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
|
2025-04-04T20:29:23.599Z
|
click
|
cart_side_bar
|
rule
|
2025-04-04T20:29:23.599Z
|
train
| 2,943 |
2025-04-04T20:29:23.599Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "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": "eye drop"}],
"cart_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$13.69", "quantity": "1"},
{"asin": "B08CQDF382"},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\n0.01 Fl Oz (Pack of 50)", "asin": "B000052XFC", "price": "$16.30", "quantity": ""},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\n30 Count (Pack of 1)", "asin": "B074ZHK96H", "price": "$18.26", "quantity": ""},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "quantity": ""},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\n60 Count (Pack of 1)", "asin": "B00BQCK52E", "price": "$22.26", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\n0.01 Fl Oz (Pack of 50)", "asin": "B000052XFC", "price": "$16.30", "quantity": ""},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\n30 Count (Pack of 1)", "asin": "B074ZHK96H", "price": "$18.26", "quantity": ""},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "quantity": ""},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\n60 Count (Pack of 1)", "asin": "B00BQCK52E", "price": "$22.26", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""}],
"ads": [{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H"},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC"}],
"search_results": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H", "price": "$18.26", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary", "asin": "B00BQCK52E", "price": "$22.26", "delivery": "FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4"},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)", "asin": "B00008BRR8", "price": "$14.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz", "asin": "B074NCBXCT", "price": "$3.92", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each", "asin": "B0036B8QL0", "price": "$16.41", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)", "asin": "B07XC95XP2", "price": "$11.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count", "asin": "B00B5SEJEY", "price": "$16.23", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B0897ZV5VV", "price": "$7.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B08MN19TZV", "price": "$18.52", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)", "asin": "B095XC79R4", "price": "$12.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)", "asin": "B0753PZSV4", "price": "$5.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz", "asin": "B000R36JOG", "price": "$3.49", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz", "asin": "B0013IRBGE", "price": "$11.97", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers", "asin": "B074ZHK96H", "price": "$18.26", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)", "asin": "B07BVYZL88", "price": "$21.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B089BHRK6P", "price": "$5.79", "delivery": " $8.99 delivery Today 4 PM - 6 PM on orders over $10"},
{"title": "Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary", "asin": "B000R2VCIA", "price": "$18.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz", "asin": "B07SHL6CH6", "price": "$7.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Nighttime Lubricant Eye Ointment 3.5g Tube", "asin": "B001G0ML14", "price": "$14.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)", "asin": "B003DH541M", "price": "$10.12", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers", "asin": "B000092YOV", "price": "$21.88", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle", "asin": "B00K3IQ42W", "price": "$5.46", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml", "asin": "B075ZW75B4", "price": "$26.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)", "asin": "B07VRQX2B5", "price": "$14.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)", "asin": "B0897V6H9C", "price": "$13.38", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz", "asin": "B00J56MMPQ", "price": "$22.72", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle", "asin": "B09TD27BR5", "price": "$12.26", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)", "asin": "B014PEZR1S", "price": "$21.22", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)", "asin": "B095XC79R4", "price": "$12.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count", "asin": "B00B5SEJEY", "price": "$16.23", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)", "asin": "B09NRYCNDC", "price": "$26.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials", "asin": "B07PJP5D2S", "price": "$10.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ", "asin": "B0012UPCX2", "price": "$3.52", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)", "asin": "B078MSPTSQ", "price": "$22.28", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon."},
{"title": "Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)", "asin": "B000KPPQAY", "price": "$15.97", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Naphcon-A Eye Drops, 15-mL", "asin": "B000GG5UEO", "price": "$10.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)", "asin": "B00B6A6VFQ", "price": "$20.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)", "asin": "B07WY754MK", "price": "$15.62", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)", "asin": "B07XC95XP2", "price": "$11.74", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)", "asin": "B0BRNTR8Q8", "price": "$17.99", "delivery": "FREE delivery Apr 10 - 14 Only 2 left in stock - order soon."},
{"title": "Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)", "asin": "B072V53H8Y", "price": "$13.20", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack", "asin": "B07QWYHK55", "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 9 on $35 of items shipped by Amazon"},
{"title": "Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)", "asin": "B012H5W7W4", "price": "$19.17", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Zaditor Antihistamine Eye Drops, 5-mL", "asin": "B00119SZOW", "price": "$13.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)", "asin": "B018GXS7WK", "price": "$15.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle", "asin": "B072V6NK7X", "price": "$16.38", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz", "asin": "B0897ZV5VV", "price": "$7.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile", "asin": "B00005V9CG", "price": "$11.55", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile", "asin": "B0014ZR2OM", "price": "$11.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz", "asin": "B08BPTXLJW", "price": "$3.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz", "asin": "B0BNLRSCRR", "price": "$12.46", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)", "asin": "B004IXZJ4W", "price": "$13.48", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz", "asin": "B004L0PYXI", "price": "$6.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes", "asin": "B0015HJ968", "price": "$15.87", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count", "asin": "B003CH9NIS", "price": "$10.87", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)", "asin": "B0C2S4163L", "price": "$16.10", "delivery": "FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11"},
{"title": "GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary", "asin": "B01E694BOQ", "price": "$16.40", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz", "asin": "B07DT7M78F", "price": "$15.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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": "2025-04-04T20:29:23.599Z", // 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_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"index": 2943,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"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\": \"eye drop\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"asin\": \"B08CQDF382\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\\n0.01 Fl Oz (Pack of 50)\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\\n30 Count (Pack of 1)\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"quantity\": \"\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\\n60 Count (Pack of 1)\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\"}],\n\"search_results\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 60 Count, Packaging May Vary\", \"asin\": \"B00BQCK52E\", \"price\": \"$22.26\", \"delivery\": \"FREE delivery Apr 17 - May 6 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - May 4\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears, Lubricant Eye Drops, 2 Bottles .5 fl oz (15 ml)\", \"asin\": \"B00008BRR8\", \"price\": \"$14.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Triple Relief Eye Drops, Relieves Redness & Calms Irritation, 0.5 Fl Oz\", \"asin\": \"B074NCBXCT\", \"price\": \"$3.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, Artificial Tears for Dry Eye, Twin Pack, 10-mL Each\", \"asin\": \"B0036B8QL0\", \"price\": \"$16.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh RELIEVA PF Preservative-Free Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B08MN19TZV\", \"price\": \"$18.52\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops,0.14 Fl Oz (Pack of 1)\", \"asin\": \"B0753PZSV4\", \"price\": \"$5.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes Redness Relief Lubricant Redness Relief Eye Drops, 0.5 oz\", \"asin\": \"B000R36JOG\", \"price\": \"$3.49\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"TheraTears Dry Eye Therapy Eye Drops for Dry Eyes, 1.0 Fl Oz\", \"asin\": \"B0013IRBGE\", \"price\": \"$11.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive MEGA-3 Lubricant Eye Drops Preservative-Free Artificial Tears, 0.01 fl oz (0.4 mL), 30 Single-Use Containers\", \"asin\": \"B074ZHK96H\", \"price\": \"$18.26\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.25 Fl Oz (7.5 mL)\", \"asin\": \"B07BVYZL88\", \"price\": \"$21.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Comfort Redness Relief Eye Drops to Help Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B089BHRK6P\", \"price\": \"$5.79\", \"delivery\": \" $8.99 delivery Today 4 PM - 6 PM on orders over $10\"},\n{\"title\": \"Refresh Classic Lubricant Eye Drops, Preservative-Free,0.01 Fl Oz Single-Use Containers, 50 Count, Pack of 1, Packaging May Vary\", \"asin\": \"B000R2VCIA\", \"price\": \"$18.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Allergy Eye Drop Treatment for Red, Itchy Eyes, 0.5 fl. oz\", \"asin\": \"B07SHL6CH6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Nighttime Lubricant Eye Ointment 3.5g Tube\", \"asin\": \"B001G0ML14\", \"price\": \"$14.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Opcon-A Allergy Eye Drops by Bausch + Lomb, for Itch and Redness Relief, Red and Itchy Eyes Antihistamine Eye Drop, Clinically Proven Treatment, 0.5 Fl Oz (Pack of 2)\", \"asin\": \"B003DH541M\", \"price\": \"$10.12\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Plus Lubricant Eye Drops Preservative-Free Tears, 0.01 fl oz (0.4 mL), 70 Single-Use Containers\", \"asin\": \"B000092YOV\", \"price\": \"$21.88\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto Max Strength Redness Reliever, Lubricant Eye Drops, Fast, Cooling Relief for Red, Dry, Itchy Eyes, Redness and Dryness Symptom Relief, Soothing Eye Drops, 0.4 fl oz Bottle\", \"asin\": \"B00K3IQ42W\", \"price\": \"$5.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant eye drops 4x15 ml, 1x5 ml\", \"asin\": \"B075ZW75B4\", \"price\": \"$26.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Extra Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, 0.5 fl oz Bottle, 2 Count(Pack of 1)\", \"asin\": \"B07VRQX2B5\", \"price\": \"$14.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"CETAPHIL Deep Hydration Refreshing Eye Serum, 0.5 fl oz, 48Hr Hydrating Under Eye Cream to Reduce the Appearance of Dark Circles, With Hyaluronic Acid, Vitamin E & B5 (Packaging May Vary)\", \"asin\": \"B0897V6H9C\", \"price\": \"$13.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"OCuSOFT Retaine MGD Ophthalmic Emulsion - Complete Dry Eye Relief - Soothes Red & Irritated Eyes - 30 Count Preservative-Free Single-Use Containers - 0.01 Fl Oz\", \"asin\": \"B00J56MMPQ\", \"price\": \"$22.72\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"iVIZIA Sterile Lubricant Eye Drops for Dry Eyes, Preservative-Free, Moisturizing, Dry Eye Relief, Contact Lens Friendly, 0.33 fl oz Bottle\", \"asin\": \"B09TD27BR5\", \"price\": \"$12.26\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Ultra Lubricant Eye Drops, 60 Count (Pack of 1), (Packaging may vary)\", \"asin\": \"B014PEZR1S\", \"price\": \"$21.22\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Biotrue Hydration Boost Eye Drops, Preservative Free, Soft Contact Lens Friendly for Irritated and Dry Eyes from Bausch + Lomb, Naturally Inspired, 0.33 FL OZ (10 mL)\", \"asin\": \"B095XC79R4\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 30 Count\", \"asin\": \"B00B5SEJEY\", \"price\": \"$16.23\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane COMPLETE PF Multi-Dose Preservative Free Dry Eye Drops 0.34 Fl Oz, 2 count (pack of 1) (Packaging may vary)\", \"asin\": \"B09NRYCNDC\", \"price\": \"$26.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"TheraTears Dry Eye Therapy Lubricating Eye Drops for Dry Eyes, Preservative Free eye drops, 30 Single-Use Vials\", \"asin\": \"B07PJP5D2S\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Clear Eyes | Maximum Redness Relief Eye Drops | 0.5 FL OZ\", \"asin\": \"B0012UPCX2\", \"price\": \"$3.52\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Complete Lubricant Eye Drops, 0.34 Fl Oz, Twin Pack (Pack of 2)\", \"asin\": \"B078MSPTSQ\", \"price\": \"$22.28\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Naphcon-A Eye Drops, 15-mL\", \"asin\": \"B000GG5UEO\", \"price\": \"$10.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Advanced Eye Drops, 0.33 Fl Oz (Twin Pack)\", \"asin\": \"B00B6A6VFQ\", \"price\": \"$20.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA Preservative-Free Tears Lubricant Eye Drops, 0.33 fl oz (10 mL)\", \"asin\": \"B07WY754MK\", \"price\": \"$15.62\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh RELIEVA FOR CONTACTS Lubricant Eye Drops For Use with Contact Lenses, 0.27 fl oz (8 mL)\", \"asin\": \"B07XC95XP2\", \"price\": \"$11.74\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Hydration Multi-Dose Preservative-Free Eye Drops Dry Eye Relief Twin Pack (2x10ml)\", \"asin\": \"B0BRNTR8Q8\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Apr 10 - 14 Only 2 left in stock - order soon.\"},\n{\"title\": \"Rohto Cool Relief, Redness Reliever Lubricant Eye Drops, Relieves Redness, Prevents and Protects Further Irritation, Cools and Soothes Red, Dry, Itchy Eyes, Fast-Acting Formula, 0.4 fl oz (Pack of 3)\", \"asin\": \"B072V53H8Y\", \"price\": \"$13.20\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Allergy Eye Relief Multi-Action Antihistamine & Redness Reliever Eye Drops with Pheniramine Maleate & Naphazoline HCl, Eye Drop Treatment for Red, Itchy, Allergy Eyes, 0.5 fl. oz, 2 Pack\", \"asin\": \"B07QWYHK55\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Alaway Antihistamine Eye Drops, Allergy Relief from Itchy Eyes, Works in Minutes, Provides Relief for up to 12 Hours, Clinically Tested Prescription Strength Formula, 0.34 Fl Oz (Pack of 2)\", \"asin\": \"B012H5W7W4\", \"price\": \"$19.17\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zaditor Antihistamine Eye Drops, 5-mL\", \"asin\": \"B00119SZOW\", \"price\": \"$13.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive GEL DROPS Lubricant Eye Gel Preserved Tears, 0.33 fl oz (10 mL)\", \"asin\": \"B018GXS7WK\", \"price\": \"$15.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Rohto All-in-One Multi-Symptom Cooling Eye Drops, All-in-One Astringent, Lubricant & Redness Reliever Eye Drops for Irritated, Dry, Burning, Watery, Itchy, Red, Gritty Eyes, 0.4 fl oz Bottle\", \"asin\": \"B072V6NK7X\", \"price\": \"$16.38\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief and Lubricant Eye Drops to Help Moisturize and Relieve Red Eyes Due to Minor Eye Irritations Fast, Tetrahydrozoline HCl, 0.5 fl. oz\", \"asin\": \"B0897ZV5VV\", \"price\": \"$7.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Refresh Liquigel Lubricant Eye Gel Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B00005V9CG\", \"price\": \"$11.55\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Optive Lubricant Eye Drops, 0.5 Fl Oz Sterile\", \"asin\": \"B0014ZR2OM\", \"price\": \"$11.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Visine Red Eye Hydrating Comfort Redness Relief Lubricating Eye Drops, 0.28 fl. oz\", \"asin\": \"B08BPTXLJW\", \"price\": \"$3.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Eye Drops for Dry Eyes, Triple Care Lubricant Eye Drops, Instantly Soothing, Moisturizing & Extra Long-Lasting Hydrating Eye Care for Moderate to Severe Dry Eye Symptom Relief, 0.34 fl oz\", \"asin\": \"B0BNLRSCRR\", \"price\": \"$12.46\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Systane Lubricant Eye Gel Drops, 10-mL (Packaging May Vary)\", \"asin\": \"B004IXZJ4W\", \"price\": \"$13.48\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"BLINK Contacts Lubricating Eye Drops for Soft & RGP Contact Lenses, Lubricant Eye Drops with Hyaluronate for Hydration, Moisturizing & Comforting Daily Eye Care, 0.34 fl oz\", \"asin\": \"B004L0PYXI\", \"price\": \"$6.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Blink Tears Lubricating Eye Drops, 1 fl oz (30 mL) Eye Care for Mild to Moderate Dry Eyes, Hyaluronate for Boosting Hydration, Moisturizing & Soothing Eye Drops for Dry Eyes\", \"asin\": \"B0015HJ968\", \"price\": \"$15.87\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Refresh Tears Lubricant Eye Drops Artificial Tears, 0.5 fl oz (15 mL), 1 Count\", \"asin\": \"B003CH9NIS\", \"price\": \"$10.87\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100\"},\n{\"title\": \"Systane Ultra Multi-Dose Preservative-Free Eye Drops Twin Pack (2x10ml)\", \"asin\": \"B0C2S4163L\", \"price\": \"$16.10\", \"delivery\": \"FREE delivery Apr 10 - 14 Or fastest delivery Apr 9 - 11\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, Twin Pack ,0.5 Fl Oz (Pack of 2) Package May Vary\", \"asin\": \"B01E694BOQ\", \"price\": \"$16.40\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"GenTeal Tears Lubricant Eye Drops, Moderate Liquid Drops, SingleUse Vials,1 pack of 36 ct , 0.03 Fl Oz\", \"asin\": \"B07DT7M78F\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:29:23.599Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:29:34.659Z\", // 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
|
2025-04-04T20:29:34.659Z
|
click
|
cart_page_select
|
rule
|
2025-04-04T20:29:34.659Z
|
train
| 2,944 |
2025-04-04T20:29:34.659Z
|
click
|
cart_page_select
|
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>).
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces.
<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product.
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}
2. click:
Action: Click on a 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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"promotion_items": [{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
{"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$17.44", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
{"title": "AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels", "asin": "B004RR1FF6", "price": "$12.07", "quantity": ""},
{"title": "Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct", "asin": "B009SZXM4E", "price": "$8.88", "quantity": ""},
{"title": "Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct", "asin": "B00H5PJ0HW", "price": "$9.50", "quantity": ""},
{"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce", "asin": "B000YJ2SLG", "price": "$13.49", "quantity": ""},
{"title": "Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)", "asin": "B000KPPQAY", "price": "$15.97", "quantity": ""},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": ""},
{"title": "Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)", "asin": "B08X1V868F", "price": "$9.99", "quantity": ""},
{"title": "Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct", "asin": "B01HI7WP0U", "price": "$12.47", "quantity": ""},
{"title": "Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply", "asin": "B005D0DTS2", "price": "$9.69", "quantity": ""}],
"active_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": true, "options": [{"Size": "0.01 Fl Oz (Pack of 50)"}]},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Refill"}]},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "delivery": "$2.99 delivery Apr 10 - 15", "quantity": "1", "selected": true, "options": [{"Color": "California Irvine Anteaters"}]},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}],
"saved_items": [{"title": "VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105", "asin": "B0DGPVLWRX", "price": "$49.99", "options": [{"Style": "Snow Chains"}, {"Size": "Series 232105"}]},
{"asin": "B0DGPVLWRX", "options": []},
{"title": "Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)", "asin": "B0CXT6L9H5", "options": [{"Flavor Name": "Ceremonial Daily"}, {"Size": "1.06 ounce / 30 grams"}]},
{"title": "Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm", "asin": "B07MYY34Q1", "options": []},
{"title": "ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\u00b0 Nozzle, Auto Shut-Off, Filterless, Black", "asin": "B0B9MCCY1K", "options": [{"Color": "2.0L Standard Humidifier"}]},
{"asin": "B0B9MCCY1K", "options": []},
{"title": "NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves", "asin": "B0CJ4LZRQT", "options": []},
{"title": "findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection", "asin": "B07MW2R64Z", "price": "$19.99", "options": [{"Color": "A1-white Silver Vlt 10%"}]},
{"title": "Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz", "asin": "B00D12KGVW", "options": []},
{"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "options": [{"Size": "8\"Square"}, {"Number of Items": "125"}]},
{"title": "Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)", "asin": "B08CZDYNF7", "options": [{"Color": "Silver"}]},
{"title": "Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink", "asin": "B0BBLJBWTH", "options": [{"Color": "Medium-Pink"}]}]
<|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": "2025-04-04T20:29:34.659Z", // 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_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 2944,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:29:34.659Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:29:34.676Z\", // 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
|
2025-04-04T20:29:34.676Z
|
click
|
cart_page_select
|
rule
|
2025-04-04T20:29:34.676Z
|
train
| 2,945 |
2025-04-04T20:29:34.676Z
|
click
|
cart_page_select
|
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>).
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces.
<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product.
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}
2. click:
Action: Click on a 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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"promotion_items": [{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
{"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$17.44", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
{"title": "AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels", "asin": "B004RR1FF6", "price": "$12.07", "quantity": ""},
{"title": "Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct", "asin": "B009SZXM4E", "price": "$8.88", "quantity": ""},
{"title": "Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct", "asin": "B00H5PJ0HW", "price": "$9.50", "quantity": ""},
{"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce", "asin": "B000YJ2SLG", "price": "$13.49", "quantity": ""},
{"title": "Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)", "asin": "B000KPPQAY", "price": "$15.97", "quantity": ""},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": ""},
{"title": "Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)", "asin": "B08X1V868F", "price": "$9.99", "quantity": ""},
{"title": "Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct", "asin": "B01HI7WP0U", "price": "$12.47", "quantity": ""},
{"title": "Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply", "asin": "B005D0DTS2", "price": "$9.69", "quantity": ""}],
"active_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": true, "options": [{"Size": "0.01 Fl Oz (Pack of 50)"}]},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Refill"}]},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "delivery": "$2.99 delivery Apr 10 - 15", "quantity": "1", "selected": true, "options": [{"Color": "California Irvine Anteaters"}]},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}],
"saved_items": [{"title": "VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105", "asin": "B0DGPVLWRX", "price": "$49.99", "options": [{"Style": "Snow Chains"}, {"Size": "Series 232105"}]},
{"asin": "B0DGPVLWRX", "options": []},
{"title": "Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)", "asin": "B0CXT6L9H5", "options": [{"Flavor Name": "Ceremonial Daily"}, {"Size": "1.06 ounce / 30 grams"}]},
{"title": "Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm", "asin": "B07MYY34Q1", "options": []},
{"title": "ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\u00b0 Nozzle, Auto Shut-Off, Filterless, Black", "asin": "B0B9MCCY1K", "options": [{"Color": "2.0L Standard Humidifier"}]},
{"asin": "B0B9MCCY1K", "options": []},
{"title": "NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves", "asin": "B0CJ4LZRQT", "options": []},
{"title": "findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection", "asin": "B07MW2R64Z", "price": "$19.99", "options": [{"Color": "A1-white Silver Vlt 10%"}]},
{"title": "Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz", "asin": "B00D12KGVW", "options": []},
{"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "options": [{"Size": "8\"Square"}, {"Number of Items": "125"}]},
{"title": "Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)", "asin": "B08CZDYNF7", "options": [{"Color": "Silver"}]},
{"title": "Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink", "asin": "B0BBLJBWTH", "options": [{"Color": "Medium-Pink"}]}]
<|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": "2025-04-04T20:29:34.676Z", // 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_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 2945,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:29:34.676Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"Tide Liquid Laundry Detergent, Hygienic Clean Heavy Duty, Original Scent, 24 Loads, 34 fl oz\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Opti-Free Replenish Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 10 FL OZ (Pack of 2)\", \"asin\": \"\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"365 by Whole Foods Market, Baking Soda, 16 Ounce\", \"asin\": \"\", \"price\": \"$1.79\", \"quantity\": \"\"},\n{\"title\": \"Whole Earth Sweetener Co. 100% Erythritol Sweetener (Keto Sweetener, Natural Sugar Alternative, Baking Sugar Substitute, Zero\", \"asin\": \"\", \"price\": \"$7.93\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Triple Omega 3 6 9, Flaxseed, Safflower, & Olive Oils, Healthy Heart Support, Fish Free Omega 3 Supplement, 150 S\", \"asin\": \"\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Playtex Sport Tampons Regular Absorbency, Fragrance-Free - 48ct | Regular Tampons for Women, Feminine Care, Playtex Tampon wi\", \"asin\": \"\", \"price\": \"$9.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:30:04.474Z\", // 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
|
2025-04-04T20:30:04.474Z
|
click
|
nav_bar
|
rule
|
2025-04-04T20:30:04.474Z
|
train
| 2,946 |
2025-04-04T20:30:04.474Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": ""}],
"promotion_items": [{"title": "Tide Liquid Laundry Detergent, Hygienic Clean Heavy Duty, Original Scent, 24 Loads, 34 fl oz", "asin": "", "quantity": ""},
{"title": "Opti-Free Replenish Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 10 FL OZ (Pack of 2)", "asin": "", "price": "$15.97", "quantity": ""},
{"title": "365 by Whole Foods Market, Baking Soda, 16 Ounce", "asin": "", "price": "$1.79", "quantity": ""},
{"title": "Whole Earth Sweetener Co. 100% Erythritol Sweetener (Keto Sweetener, Natural Sugar Alternative, Baking Sugar Substitute, Zero", "asin": "", "price": "$7.93", "quantity": ""},
{"title": "Nature Made Triple Omega 3 6 9, Flaxseed, Safflower, & Olive Oils, Healthy Heart Support, Fish Free Omega 3 Supplement, 150 S", "asin": "", "price": "$25.00", "quantity": ""},
{"title": "Playtex Sport Tampons Regular Absorbency, Fragrance-Free - 48ct | Regular Tampons for Women, Feminine Care, Playtex Tampon wi", "asin": "", "price": "$9.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)", "asin": "B07CDN39DP", "price": "$11.93", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$14.97", "quantity": ""},
{"title": "CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary", "asin": "B00SNPCSUY", "price": "$17.44", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$14.97", "quantity": ""},
{"title": "AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels", "asin": "B004RR1FF6", "price": "$12.07", "quantity": ""},
{"title": "Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct", "asin": "B009SZXM4E", "price": "$8.88", "quantity": ""},
{"title": "Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct", "asin": "B00H5PJ0HW", "price": "$9.50", "quantity": ""},
{"title": "CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce", "asin": "B000YJ2SLG", "price": "$13.49", "quantity": ""},
{"title": "Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)", "asin": "B000KPPQAY", "price": "$15.97", "quantity": ""},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": ""},
{"title": "Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)", "asin": "B08X1V868F", "price": "$9.99", "quantity": ""},
{"title": "Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct", "asin": "B01HI7WP0U", "price": "$12.47", "quantity": ""},
{"title": "Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply", "asin": "B005D0DTS2", "price": "$9.69", "quantity": ""}],
"active_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": true, "options": [{"Size": "0.01 Fl Oz (Pack of 50)"}]},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Refill"}]},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "delivery": "$2.99 delivery Apr 10 - 15", "quantity": "1", "selected": false, "options": [{"Color": "California Irvine Anteaters"}]},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "delivery": "FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}],
"saved_items": [{"title": "VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105", "asin": "B0DGPVLWRX", "price": "$49.99", "options": [{"Style": "Snow Chains"}, {"Size": "Series 232105"}]},
{"asin": "B0DGPVLWRX", "options": []},
{"title": "Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)", "asin": "B0CXT6L9H5", "options": [{"Flavor Name": "Ceremonial Daily"}, {"Size": "1.06 ounce / 30 grams"}]},
{"title": "Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm", "asin": "B07MYY34Q1", "options": []},
{"title": "ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\u00b0 Nozzle, Auto Shut-Off, Filterless, Black", "asin": "B0B9MCCY1K", "options": [{"Color": "2.0L Standard Humidifier"}]},
{"asin": "B0B9MCCY1K", "options": []},
{"title": "NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves", "asin": "B0CJ4LZRQT", "options": []},
{"title": "findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection", "asin": "B07MW2R64Z", "price": "$19.99", "options": [{"Color": "A1-white Silver Vlt 10%"}]},
{"title": "Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz", "asin": "B00D12KGVW", "options": []},
{"title": "Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)", "asin": "B0B6PLG6G2", "options": [{"Size": "8\"Square"}, {"Number of Items": "125"}]},
{"title": "Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)", "asin": "B08CZDYNF7", "options": [{"Color": "Silver"}]},
{"title": "Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink", "asin": "B0BBLJBWTH", "options": [{"Color": "Medium-Pink"}]}]
<|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": "2025-04-04T20:30:04.474Z", // 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_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 2946,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"Tide Liquid Laundry Detergent, Hygienic Clean Heavy Duty, Original Scent, 24 Loads, 34 fl oz\", \"asin\": \"\", \"quantity\": \"\"},\n{\"title\": \"Opti-Free Replenish Multi-Purpose Contact Lens Cleaning and Disinfecting Solution with Lens Case, 10 FL OZ (Pack of 2)\", \"asin\": \"\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"365 by Whole Foods Market, Baking Soda, 16 Ounce\", \"asin\": \"\", \"price\": \"$1.79\", \"quantity\": \"\"},\n{\"title\": \"Whole Earth Sweetener Co. 100% Erythritol Sweetener (Keto Sweetener, Natural Sugar Alternative, Baking Sugar Substitute, Zero\", \"asin\": \"\", \"price\": \"$7.93\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Triple Omega 3 6 9, Flaxseed, Safflower, & Olive Oils, Healthy Heart Support, Fish Free Omega 3 Supplement, 150 S\", \"asin\": \"\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Playtex Sport Tampons Regular Absorbency, Fragrance-Free - 48ct | Regular Tampons for Women, Feminine Care, Playtex Tampon wi\", \"asin\": \"\", \"price\": \"$9.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n{\"title\": \"LUMIFY Redness Reliever Eye Drops, For Whiter & Brighter Looking Eyes, 0.08 Fl Oz (2.5 mL)\", \"asin\": \"B07CDN39DP\", \"price\": \"$11.93\", \"quantity\": \"\"},\n{\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Skin Renewing Night Cream, Niacinamide, Peptide Complex, and Hyaluronic Acid Moisturizer for Face, 1.7 Ounce, Packaging may Vary\", \"asin\": \"B00SNPCSUY\", \"price\": \"$17.44\", \"quantity\": \"\"},\n{\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$14.97\", \"quantity\": \"\"},\n{\"title\": \"AZO Cranberry Supplement, Made with Concentrated Whole Fruit Cranberry Powder to Help Cleanse and Protect the Urinary Tract*, Sugar Free Cranberry Pills, Non-GMO, 100 Softgels\", \"asin\": \"B004RR1FF6\", \"price\": \"$12.07\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Biotin, Supports Healthy Hair, Skin and Nails, 10,000 mcg, Rapid Release Softgels, 120 Ct\", \"asin\": \"B009SZXM4E\", \"price\": \"$8.88\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Magnesium, Bone and Muscle Health, Whole Body Support, Tablets, 500 Mg, 200 Ct\", \"asin\": \"B00H5PJ0HW\", \"price\": \"$9.50\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Daily Moisturizing Lotion for Dry Skin, Body Lotion & Face Moisturizer with Hyaluronic Acid and Ceramides, Daily Moisturizer, Fragrance Free, Oil-Free, 12 Ounce\", \"asin\": \"B000YJ2SLG\", \"price\": \"$13.49\", \"quantity\": \"\"},\n{\"title\": \"Refresh Celluvisc Lubricant Eye Gel Drops, Single-Use Containers, 30 Count (Pack of 1)\", \"asin\": \"B000KPPQAY\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"\"},\n{\"title\": \"Desert Cactus University of California Irvine Sticker Anteaters UCI Eaters Vinyl Decals Laptop Water Bottle Car Scrapbook T2 (Type 2)\", \"asin\": \"B08X1V868F\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Tylenol Extra Strength Acetaminophen Rapid Release Gels, Extra Strength Pain Reliever & Fever Reducer, Gelcaps with Laser-Drilled Holes, 500 mg Acetaminophen, 100 ct\", \"asin\": \"B01HI7WP0U\", \"price\": \"$12.47\", \"quantity\": \"\"},\n{\"title\": \"Nature Made Super B Complex with Vitamin C and Folic Acid, Dietary Supplement for Immune Support, 140 Tablets, 140 Day Supply\", \"asin\": \"B005D0DTS2\", \"price\": \"$9.69\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"0.01 Fl Oz (Pack of 50)\"}]},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Refill\"}]},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"delivery\": \"$2.99 delivery Apr 10 - 15\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"California Irvine Anteaters\"}]},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"delivery\": \"FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]}],\n\"saved_items\": [{\"title\": \"VEVOR Tire Chains, Snow Chains for Cars SUV Pickup Trucks, 2 Pack Adjustable Snow Tire Chains Compatible with Tire Width 235 245 255 265 275 - Series 232105\", \"asin\": \"B0DGPVLWRX\", \"price\": \"$49.99\", \"options\": [{\"Style\": \"Snow Chains\"}, {\"Size\": \"Series 232105\"}]},\n{\"asin\": \"B0DGPVLWRX\", \"options\": []},\n{\"title\": \"Crafti Ceremonial Grade Organic Matcha Powder (30g/1oz), Sugar-Free Daily Matcha Green Tea from Kyoto Uji, for Calm Focus, Jitter-Free Energy and Barista-Grade Lattes (30 Servings)\", \"asin\": \"B0CXT6L9H5\", \"options\": [{\"Flavor Name\": \"Ceremonial Daily\"}, {\"Size\": \"1.06 ounce / 30 grams\"}]},\n{\"title\": \"Wooden Rolling Pin, French Dumpling Rolling Pin for Baking Pizza Dough Roller 30 x 3.5cm\", \"asin\": \"B07MYY34Q1\", \"options\": []},\n{\"title\": \"ROSEKM Humidifiers for Bedroom, Cool Mist Humidifier for Home Plant and Baby Nursery, Quiet Ultrasonic Humidifier with 360\\u00b0 Nozzle, Auto Shut-Off, Filterless, Black\", \"asin\": \"B0B9MCCY1K\", \"options\": [{\"Color\": \"2.0L Standard Humidifier\"}]},\n{\"asin\": \"B0B9MCCY1K\", \"options\": []},\n{\"title\": \"NovForth Winter Neck Warmer Men Ski, Neck Gaiter Face Scarf Women, Fleece Scarf for Men Gaiter Mask, Thick Windproof Scarves\", \"asin\": \"B0CJ4LZRQT\", \"options\": []},\n{\"title\": \"findway Ski Goggles OTG - Over Glasses Snow/Snowboard Goggles for Men, Women & Youth - 100% UV Protection\", \"asin\": \"B07MW2R64Z\", \"price\": \"$19.99\", \"options\": [{\"Color\": \"A1-white Silver Vlt 10%\"}]},\n{\"title\": \"Jason Markk Essential Kit, Shoe Cleaner, 2-Piece Set, Deep Cleaning Solution & Durables Brush, Sneaker Care, Ideal for Footwear, Full Grain Leather, Rubber, and more, 4oz\", \"asin\": \"B00D12KGVW\", \"options\": []},\n{\"title\": \"Air Fryer Paper Liners, 125Pcs Parchment Paper, Air Fryer Liner Disposable for Microwave, Non-Stick Air Fryer Liners Square Free of Bleach (8IN)\", \"asin\": \"B0B6PLG6G2\", \"options\": [{\"Size\": \"8\\\"Square\"}, {\"Number of Items\": \"125\"}]},\n{\"title\": \"Ultrean Food Scale, Digital Kitchen Scale Weight Grams and Ounces for Baking Cooking and Meal Prep, 6 Units with Tare Function, 11lb (Batteries Included)\", \"asin\": \"B08CZDYNF7\", \"options\": [{\"Color\": \"Silver\"}]},\n{\"title\": \"Etekcity Food Kitchen Scale, Digital Grams and Ounces for Weight Loss, Baking, Cooking, Keto and Meal Prep, LCD Display, Medium, Pink\", \"asin\": \"B0BBLJBWTH\", \"options\": [{\"Color\": \"Medium-Pink\"}]}]\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\": \"2025-04-04T20:30:04.474Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"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\": \"2025-04-04T20:30:19.613Z\", // 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
|
2025-04-04T20:30:19.613Z
|
click
|
page_related
|
rule
|
2025-04-04T20:30:19.613Z
|
train
| 2,947 |
2025-04-04T20:30:19.613Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "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": "2025-04-04T20:30:19.613Z", // 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_action>click</answer_action><answer_argument>page_related</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>",
"index": 2947,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"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\": \"2025-04-04T20:30:19.613Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"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\": \"\"}]\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\": \"2025-04-04T20:30:21.631Z\", // 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
|
2025-04-04T20:30:21.631Z
|
click
|
page_related
|
rule
|
2025-04-04T20:30:21.631Z
|
train
| 2,948 |
2025-04-04T20:30:21.631Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:30:19.613Z", "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": ""}]
<|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": "2025-04-04T20:30:21.631Z", // 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_action>click</answer_action><answer_argument>page_related</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>",
"index": 2948,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"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\": \"\"}]\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\": \"2025-04-04T20:30:21.631Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \\u2014 wired or wire-free (Black)\", \"asin\": \"B08SG2MS3V\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \\u2013 3 camera system\", \"asin\": \"B0B1N5FK48\", \"price\": \"$259.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Video Doorbell Wedge Mount \\u2013 Black\", \"asin\": \"B08XN997MN\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Mini 2 (Newest Model) \\u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \\u2014 1 camera (White)\", \"asin\": \"B0BWWZXWPL\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \\u2013 1 camera (White)\", \"asin\": \"B0B5VLCL1N\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)\", \"asin\": \"B09GZ7XTKT\", \"price\": \"$37.98\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system\", \"asin\": \"B0BBX45V5B\", \"price\": \"$129.98\", \"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\": \"2025-04-04T20:30:38.317Z\", // 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
|
2025-04-04T20:30:38.317Z
|
input
|
freez
|
rule
|
2025-04-04T20:30:38.317Z
|
train
| 2,949 |
2025-04-04T20:30:38.317Z
|
input
|
freez
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:21.631Z", "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": ""}],
"promotion_items": [{"title": "Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \u2014 wired or wire-free (Black)", "asin": "B08SG2MS3V", "price": "$59.99", "quantity": ""},
{"title": "Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \u2013 3 camera system", "asin": "B0B1N5FK48", "price": "$259.99", "quantity": ""},
{"title": "Blink Video Doorbell Wedge Mount \u2013 Black", "asin": "B08XN997MN", "price": "$7.99", "quantity": ""},
{"title": "Blink Mini 2 (Newest Model) \u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \u2014 1 camera (White)", "asin": "B0BWWZXWPL", "price": "$39.99", "quantity": ""},
{"title": "Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \u2013 1 camera (White)", "asin": "B0B5VLCL1N", "price": "$89.99", "quantity": ""},
{"title": "Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)", "asin": "B09GZ7XTKT", "price": "$37.98", "quantity": ""},
{"title": "Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system", "asin": "B0BBX45V5B", "price": "$129.98", "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": "2025-04-04T20:30:38.317Z", // 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_action>input</answer_action><answer_argument>freez</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>freez</answer_argument>",
"index": 2949,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"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\": \"\"}],\n\"promotion_items\": [{\"title\": \"Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \\u2014 wired or wire-free (Black)\", \"asin\": \"B08SG2MS3V\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \\u2013 3 camera system\", \"asin\": \"B0B1N5FK48\", \"price\": \"$259.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Video Doorbell Wedge Mount \\u2013 Black\", \"asin\": \"B08XN997MN\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Mini 2 (Newest Model) \\u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \\u2014 1 camera (White)\", \"asin\": \"B0BWWZXWPL\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \\u2013 1 camera (White)\", \"asin\": \"B0B5VLCL1N\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)\", \"asin\": \"B09GZ7XTKT\", \"price\": \"$37.98\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system\", \"asin\": \"B0BBX45V5B\", \"price\": \"$129.98\", \"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\": \"2025-04-04T20:30:38.317Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"freez\"}],\n\"promotion_items\": [{\"title\": \"Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \\u2014 wired or wire-free (Black)\", \"asin\": \"B08SG2MS3V\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \\u2013 3 camera system\", \"asin\": \"B0B1N5FK48\", \"price\": \"$259.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Video Doorbell Wedge Mount \\u2013 Black\", \"asin\": \"B08XN997MN\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Mini 2 (Newest Model) \\u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \\u2014 1 camera (White)\", \"asin\": \"B0BWWZXWPL\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \\u2013 1 camera (White)\", \"asin\": \"B0B5VLCL1N\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)\", \"asin\": \"B09GZ7XTKT\", \"price\": \"$37.98\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system\", \"asin\": \"B0BBX45V5B\", \"price\": \"$129.98\", \"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\": \"2025-04-04T20:30:38.325Z\", // 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
|
2025-04-04T20:30:38.325Z
|
click
|
suggested_term
|
rule
|
2025-04-04T20:30:38.325Z
|
train
| 2,950 |
2025-04-04T20:30:38.325Z
|
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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
<|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": "freez"}],
"promotion_items": [{"title": "Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \u2014 wired or wire-free (Black)", "asin": "B08SG2MS3V", "price": "$59.99", "quantity": ""},
{"title": "Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \u2013 3 camera system", "asin": "B0B1N5FK48", "price": "$259.99", "quantity": ""},
{"title": "Blink Video Doorbell Wedge Mount \u2013 Black", "asin": "B08XN997MN", "price": "$7.99", "quantity": ""},
{"title": "Blink Mini 2 (Newest Model) \u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \u2014 1 camera (White)", "asin": "B0BWWZXWPL", "price": "$39.99", "quantity": ""},
{"title": "Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \u2013 1 camera (White)", "asin": "B0B5VLCL1N", "price": "$89.99", "quantity": ""},
{"title": "Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)", "asin": "B09GZ7XTKT", "price": "$37.98", "quantity": ""},
{"title": "Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system", "asin": "B0BBX45V5B", "price": "$129.98", "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": "2025-04-04T20:30:38.325Z", // 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_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"index": 2950,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"freez\"}],\n\"promotion_items\": [{\"title\": \"Blink Video Doorbell (newest model), Two-way audio, HD video, motion and chime app alerts and Alexa enabled \\u2014 wired or wire-free (Black)\", \"asin\": \"B08SG2MS3V\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 (newest model), Wire-free smart security camera, two-year battery life, two-way audio, HD live view, enhanced motion detection, Works with Alexa \\u2013 3 camera system\", \"asin\": \"B0B1N5FK48\", \"price\": \"$259.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Video Doorbell Wedge Mount \\u2013 Black\", \"asin\": \"B08XN997MN\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Mini 2 (Newest Model) \\u2014 Home Security & Pet Camera(s) with HD video, color night view, motion detection, two-way audio, and built-in spotlight \\u2014 1 camera (White)\", \"asin\": \"B0BWWZXWPL\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Blink Wired Floodlight Camera - Smart security camera, 2600 lumens, HD live view, enhanced motion detection, built-in siren, Works with Alexa \\u2013 1 camera (White)\", \"asin\": \"B0B5VLCL1N\", \"price\": \"$89.99\", \"quantity\": \"\"},\n{\"title\": \"Floodlight Mount Accessory for Blink Outdoor Camera 3rd Gen with 2-year battery life (White)\", \"asin\": \"B09GZ7XTKT\", \"price\": \"$37.98\", \"quantity\": \"\"},\n{\"title\": \"Blink Outdoor 4 Floodlight Camera (newest model), Wire-free smart security camera, 700 lumens, two-year battery life, HD live view, enhanced motion detection, Works with Alexa- 1 camera system\", \"asin\": \"B0BBX45V5B\", \"price\": \"$129.98\", \"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\": \"2025-04-04T20:30:38.325Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n{\"timestamp\": \"2025-04-04T20:30:38.325Z\", \"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\": \"freezer bags\"}],\n\"promotion_items\": [{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\\n34 Count\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\\n60 Count\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Freezer Bags\", \"asin\": \"B07PZ8HLWD\"},\n{\"title\": \"Sandwich & Snack Bags\", \"asin\": \"B00HG1GGUY\"},\n{\"title\": \"Endurables Reusable Bags\", \"asin\": \"B09DZ5KND9\"}],\n\"search_results\": [{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)\", \"asin\": \"B093WPZF1Y\", \"price\": \"$9.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count\", \"asin\": \"B01JLPJM7G\", \"price\": \"$7.58\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count\", \"asin\": \"B000R91CLA\", \"price\": \"$4.99\", \"delivery\": \" $3.99 delivery Today 4 PM - 6 PM on orders over $80\"},\n{\"title\": \"365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count\", \"asin\": \"B074H73J1Q\", \"price\": \"$3.39\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)\", \"asin\": \"B0CPSQBD2N\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization\", \"asin\": \"B0CXHXK1NK\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Gallon Food Storage Bags, 120 Count\", \"asin\": \"B093WMWKBP\", \"price\": \"$12.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total\", \"asin\": \"B0DGNDYV95\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total\", \"asin\": \"B0DGN8SZRX\", \"price\": \"$4.31\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)\", \"asin\": \"B000VB69FS\", \"price\": \"$2.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count\", \"asin\": \"B074H76C9W\", \"price\": \"$2.79\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items\", \"asin\": \"B089GJRMFL\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide\", \"asin\": \"B07RKRK7FD\", \"price\": \"$16.19\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs\", \"asin\": \"B0DKVRRGJ8\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack\", \"asin\": \"B0CXHL2DMZ\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B088XP7F2B\", \"price\": \"$12.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)\", \"asin\": \"B07PZ8HLWD\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit\", \"asin\": \"B0C2VJ6L6R\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count\", \"asin\": \"B00CQG5QUA\", \"price\": \"$9.72\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue\", \"asin\": \"B01IPIL5JS\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Only 1 left in stock - order soon.\"},\n{\"title\": \"Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes\", \"asin\": \"B0CGJZH7KT\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)\", \"asin\": \"B01FXMD402\", \"price\": \"$14.94\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary\", \"asin\": \"B00JC9TJSO\", \"price\": \"$14.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)\", \"asin\": \"B00BIY8A0Y\", \"price\": \"$23.47\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)\", \"asin\": \"B0B34YLF6V\", \"price\": \"$21.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free\", \"asin\": \"B0CGKDKM9H\", \"price\": \"$15.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)\", \"asin\": \"B07Q1DBLX9\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)\", \"asin\": \"B08NCNGVFN\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)\", \"asin\": \"B095PQ6SX7\", \"price\": \"$6.96\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp\", \"asin\": \"B08NCLS8SS\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag\", \"asin\": \"B07RZKL34X\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count\", \"asin\": \"B01JLPJM8U\", \"price\": \"$8.27\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag\", \"asin\": \"B01H0WLQAS\", \"price\": \"$15.80\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total\", \"asin\": \"B07Q1DBVJ1\", \"price\": \"$14.35\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count\", \"asin\": \"B00HG1GGGS\", \"price\": \"$10.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total\", \"asin\": \"B01FXMD0WE\", \"price\": \"$26.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()\", \"asin\": \"B017MK9JHU\", \"price\": \"$25.50\", \"delivery\": \"FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total\", \"asin\": \"B0DGMXJPT3\", \"price\": \"$4.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)\", \"asin\": \"B0842YT49J\", \"price\": \"$24.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon.\"},\n{\"title\": \"Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count\", \"asin\": \"B005NTRDI0\", \"price\": \"$22.90\", \"delivery\": \"FREE delivery Thu, Apr 17 Only 18 left in stock - order soon.\"},\n{\"title\": \"Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)\", \"asin\": \"B01FXMCWXC\", \"price\": \"$21.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)\", \"asin\": \"B0040ZOU0M\", \"price\": \"$45.91\", \"delivery\": \"FREE delivery Apr 9 - 11\"},\n{\"title\": \"Stand Up Pouch Bags, 6\\\" x 9\\\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage\", \"asin\": \"B06Y3Q9KJQ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear\", \"asin\": \"B0B2388T62\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9\"},\n{\"title\": \"Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk\", \"asin\": \"B00J5IMMIG\", \"price\": \"$12.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"O2frepak 200 Quart Size 8\\\" x 12\\\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags\", \"asin\": \"B07FVB1W5Q\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count\", \"asin\": \"B00J2LD2KS\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go\", \"asin\": \"B0CRGB3P33\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)\", \"asin\": \"B0BLJ41Y82\", \"price\": \"$21.30\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total\", \"asin\": \"B0741C6N93\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:30:41.557Z\", // 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
|
2025-04-04T20:30:41.557Z
|
click_product
|
B019ZTZTVQ
|
rule
|
2025-04-04T20:30:41.557Z
|
train
| 2,951 |
2025-04-04T20:30:41.557Z
|
click_product
|
B019ZTZTVQ
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
{"timestamp": "2025-04-04T20:30:38.325Z", "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": "freezer bags"}],
"promotion_items": [{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\n80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "quantity": ""},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "quantity": ""},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\n28 Count", "asin": "B003UEGZNE", "price": "$5.99", "quantity": ""},
{"title": "Polyethylene, Polypropylene, Dye, and Ink.\n34 Count", "asin": "B00J0419NO", "price": "$8.69", "quantity": ""},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\n80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "quantity": ""},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "quantity": ""},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\n28 Count", "asin": "B003UEGZNE", "price": "$5.99", "quantity": ""},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\n60 Count", "asin": "B0DGN3JPG4", "price": "$10.99", "quantity": ""}],
"ads": [{"title": "Freezer Bags", "asin": "B07PZ8HLWD"},
{"title": "Sandwich & Snack Bags", "asin": "B00HG1GGUY"},
{"title": "Endurables Reusable Bags", "asin": "B09DZ5KND9"}],
"search_results": [{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count", "asin": "B00CQAHOCO", "price": "$9.69", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count", "asin": "B003UEGZNE", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Polyethylene, Polypropylene, Dye, and Ink.", "asin": "B00J0419NO", "price": "$8.69", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)", "asin": "B093WPZF1Y", "price": "$9.70", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count", "asin": "B003UEGZNE", "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 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count", "asin": "B01JLPJM7G", "price": "$7.58", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count", "asin": "B000R91CLA", "price": "$4.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $80"},
{"title": "365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count", "asin": "B074H73J1Q", "price": "$3.39", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)", "asin": "B093X7TBT8", "price": "$10.23", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total", "asin": "B0DGN3JPG4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon"},
{"title": "Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)", "asin": "B09WMDJMJC", "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 9 on $35 of items shipped by Amazon"},
{"title": "IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)", "asin": "B0CPSQBD2N", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization", "asin": "B0CXHXK1NK", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Gallon Food Storage Bags, 120 Count", "asin": "B093WMWKBP", "price": "$12.18", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total", "asin": "B0DGNDYV95", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total", "asin": "B0DGN8SZRX", "price": "$4.31", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)", "asin": "B000VB69FS", "price": "$2.66", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count", "asin": "B074H76C9W", "price": "$2.79", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count", "asin": "B088XVM1HM", "price": "$12.48", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items", "asin": "B089GJRMFL", "price": "$12.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide", "asin": "B07RKRK7FD", "price": "$16.19", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs", "asin": "B0DKVRRGJ8", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack", "asin": "B0CXHL2DMZ", "price": "$14.99", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count", "asin": "B088XVM1HM", "price": "$12.48", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count", "asin": "B088XP7F2B", "price": "$12.96", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)", "asin": "B07PZ8HLWD", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count", "asin": "B00CQAHOCO", "price": "$9.69", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)", "asin": "B093X7TBT8", "price": "$10.23", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit", "asin": "B0C2VJ6L6R", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count", "asin": "B00CQG5QUA", "price": "$9.72", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue", "asin": "B01IPIL5JS", "price": "$27.99", "delivery": "FREE delivery Tue, Apr 8 Only 1 left in stock - order soon."},
{"title": "Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes", "asin": "B0CGJZH7KT", "price": "$15.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)", "asin": "B01FXMD402", "price": "$14.94", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary", "asin": "B00JC9TJSO", "price": "$14.37", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)", "asin": "B09WMDJMJC", "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 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)", "asin": "B00BIY8A0Y", "price": "$23.47", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)", "asin": "B0B34YLF6V", "price": "$21.96", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free", "asin": "B0CGKDKM9H", "price": "$15.70", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)", "asin": "B07Q1DBLX9", "price": "$23.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)", "asin": "B08NCNGVFN", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)", "asin": "B095PQ6SX7", "price": "$6.96", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp", "asin": "B08NCLS8SS", "price": "$22.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag", "asin": "B07RZKL34X", "price": "$17.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count", "asin": "B01JLPJM8U", "price": "$8.27", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag", "asin": "B01H0WLQAS", "price": "$15.80", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total", "asin": "B07Q1DBVJ1", "price": "$14.35", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count", "asin": "B00HG1GGGS", "price": "$10.18", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total", "asin": "B01FXMD0WE", "price": "$26.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()", "asin": "B017MK9JHU", "price": "$25.50", "delivery": "FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total", "asin": "B0DGMXJPT3", "price": "$4.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)", "asin": "B0842YT49J", "price": "$24.04", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon."},
{"title": "Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count", "asin": "B005NTRDI0", "price": "$22.90", "delivery": "FREE delivery Thu, Apr 17 Only 18 left in stock - order soon."},
{"title": "Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)", "asin": "B01FXMCWXC", "price": "$21.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)", "asin": "B0040ZOU0M", "price": "$45.91", "delivery": "FREE delivery Apr 9 - 11"},
{"title": "Stand Up Pouch Bags, 6\" x 9\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage", "asin": "B06Y3Q9KJQ", "price": "$20.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear", "asin": "B0B2388T62", "price": "$37.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9"},
{"title": "Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk", "asin": "B00J5IMMIG", "price": "$12.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "O2frepak 200 Quart Size 8\" x 12\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags", "asin": "B07FVB1W5Q", "price": "$26.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count", "asin": "B00J2LD2KS", "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 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go", "asin": "B0CRGB3P33", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)", "asin": "B0BLJ41Y82", "price": "$21.30", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total", "asin": "B0741C6N93", "price": "$15.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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": "2025-04-04T20:30:41.557Z", // 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_action>click_product</answer_action><answer_argument>B019ZTZTVQ</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B019ZTZTVQ</answer_argument>",
"index": 2951,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n{\"timestamp\": \"2025-04-04T20:30:38.325Z\", \"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\": \"freezer bags\"}],\n\"promotion_items\": [{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\\n34 Count\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\\n60 Count\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Freezer Bags\", \"asin\": \"B07PZ8HLWD\"},\n{\"title\": \"Sandwich & Snack Bags\", \"asin\": \"B00HG1GGUY\"},\n{\"title\": \"Endurables Reusable Bags\", \"asin\": \"B09DZ5KND9\"}],\n\"search_results\": [{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)\", \"asin\": \"B093WPZF1Y\", \"price\": \"$9.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count\", \"asin\": \"B01JLPJM7G\", \"price\": \"$7.58\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count\", \"asin\": \"B000R91CLA\", \"price\": \"$4.99\", \"delivery\": \" $3.99 delivery Today 4 PM - 6 PM on orders over $80\"},\n{\"title\": \"365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count\", \"asin\": \"B074H73J1Q\", \"price\": \"$3.39\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)\", \"asin\": \"B0CPSQBD2N\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization\", \"asin\": \"B0CXHXK1NK\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Gallon Food Storage Bags, 120 Count\", \"asin\": \"B093WMWKBP\", \"price\": \"$12.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total\", \"asin\": \"B0DGNDYV95\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total\", \"asin\": \"B0DGN8SZRX\", \"price\": \"$4.31\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)\", \"asin\": \"B000VB69FS\", \"price\": \"$2.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count\", \"asin\": \"B074H76C9W\", \"price\": \"$2.79\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items\", \"asin\": \"B089GJRMFL\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide\", \"asin\": \"B07RKRK7FD\", \"price\": \"$16.19\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs\", \"asin\": \"B0DKVRRGJ8\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack\", \"asin\": \"B0CXHL2DMZ\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B088XP7F2B\", \"price\": \"$12.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)\", \"asin\": \"B07PZ8HLWD\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit\", \"asin\": \"B0C2VJ6L6R\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count\", \"asin\": \"B00CQG5QUA\", \"price\": \"$9.72\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue\", \"asin\": \"B01IPIL5JS\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Only 1 left in stock - order soon.\"},\n{\"title\": \"Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes\", \"asin\": \"B0CGJZH7KT\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)\", \"asin\": \"B01FXMD402\", \"price\": \"$14.94\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary\", \"asin\": \"B00JC9TJSO\", \"price\": \"$14.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)\", \"asin\": \"B00BIY8A0Y\", \"price\": \"$23.47\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)\", \"asin\": \"B0B34YLF6V\", \"price\": \"$21.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free\", \"asin\": \"B0CGKDKM9H\", \"price\": \"$15.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)\", \"asin\": \"B07Q1DBLX9\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)\", \"asin\": \"B08NCNGVFN\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)\", \"asin\": \"B095PQ6SX7\", \"price\": \"$6.96\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp\", \"asin\": \"B08NCLS8SS\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag\", \"asin\": \"B07RZKL34X\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count\", \"asin\": \"B01JLPJM8U\", \"price\": \"$8.27\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag\", \"asin\": \"B01H0WLQAS\", \"price\": \"$15.80\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total\", \"asin\": \"B07Q1DBVJ1\", \"price\": \"$14.35\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count\", \"asin\": \"B00HG1GGGS\", \"price\": \"$10.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total\", \"asin\": \"B01FXMD0WE\", \"price\": \"$26.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()\", \"asin\": \"B017MK9JHU\", \"price\": \"$25.50\", \"delivery\": \"FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total\", \"asin\": \"B0DGMXJPT3\", \"price\": \"$4.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)\", \"asin\": \"B0842YT49J\", \"price\": \"$24.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon.\"},\n{\"title\": \"Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count\", \"asin\": \"B005NTRDI0\", \"price\": \"$22.90\", \"delivery\": \"FREE delivery Thu, Apr 17 Only 18 left in stock - order soon.\"},\n{\"title\": \"Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)\", \"asin\": \"B01FXMCWXC\", \"price\": \"$21.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)\", \"asin\": \"B0040ZOU0M\", \"price\": \"$45.91\", \"delivery\": \"FREE delivery Apr 9 - 11\"},\n{\"title\": \"Stand Up Pouch Bags, 6\\\" x 9\\\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage\", \"asin\": \"B06Y3Q9KJQ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear\", \"asin\": \"B0B2388T62\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9\"},\n{\"title\": \"Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk\", \"asin\": \"B00J5IMMIG\", \"price\": \"$12.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"O2frepak 200 Quart Size 8\\\" x 12\\\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags\", \"asin\": \"B07FVB1W5Q\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count\", \"asin\": \"B00J2LD2KS\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go\", \"asin\": \"B0CRGB3P33\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)\", \"asin\": \"B0BLJ41Y82\", \"price\": \"$21.30\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total\", \"asin\": \"B0741C6N93\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:30:41.557Z\", // 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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n{\"timestamp\": \"2025-04-04T20:30:38.325Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-04T20:30:41.557Z\", \"action\": \"click_product\", \"action_argument\": \"B019ZTZTVQ\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"freezer bags\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\\n34 Count\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\\n60 Count\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Freezer Bags\", \"asin\": \"B07PZ8HLWD\"},\n{\"title\": \"Sandwich & Snack Bags\", \"asin\": \"B00HG1GGUY\"},\n{\"title\": \"Endurables Reusable Bags\", \"asin\": \"B09DZ5KND9\"}],\n\"search_results\": [{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)\", \"asin\": \"B093WPZF1Y\", \"price\": \"$9.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count\", \"asin\": \"B01JLPJM7G\", \"price\": \"$7.58\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count\", \"asin\": \"B000R91CLA\", \"price\": \"$4.99\", \"delivery\": \" $3.99 delivery Today 4 PM - 6 PM on orders over $80\"},\n{\"title\": \"365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count\", \"asin\": \"B074H73J1Q\", \"price\": \"$3.39\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)\", \"asin\": \"B0CPSQBD2N\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization\", \"asin\": \"B0CXHXK1NK\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Gallon Food Storage Bags, 120 Count\", \"asin\": \"B093WMWKBP\", \"price\": \"$12.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total\", \"asin\": \"B0DGNDYV95\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total\", \"asin\": \"B0DGN8SZRX\", \"price\": \"$4.31\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)\", \"asin\": \"B000VB69FS\", \"price\": \"$2.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count\", \"asin\": \"B074H76C9W\", \"price\": \"$2.79\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items\", \"asin\": \"B089GJRMFL\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide\", \"asin\": \"B07RKRK7FD\", \"price\": \"$16.19\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs\", \"asin\": \"B0DKVRRGJ8\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack\", \"asin\": \"B0CXHL2DMZ\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B088XP7F2B\", \"price\": \"$12.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)\", \"asin\": \"B07PZ8HLWD\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit\", \"asin\": \"B0C2VJ6L6R\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count\", \"asin\": \"B00CQG5QUA\", \"price\": \"$9.72\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue\", \"asin\": \"B01IPIL5JS\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Only 1 left in stock - order soon.\"},\n{\"title\": \"Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes\", \"asin\": \"B0CGJZH7KT\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)\", \"asin\": \"B01FXMD402\", \"price\": \"$14.94\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary\", \"asin\": \"B00JC9TJSO\", \"price\": \"$14.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)\", \"asin\": \"B00BIY8A0Y\", \"price\": \"$23.47\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)\", \"asin\": \"B0B34YLF6V\", \"price\": \"$21.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free\", \"asin\": \"B0CGKDKM9H\", \"price\": \"$15.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)\", \"asin\": \"B07Q1DBLX9\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)\", \"asin\": \"B08NCNGVFN\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)\", \"asin\": \"B095PQ6SX7\", \"price\": \"$6.96\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp\", \"asin\": \"B08NCLS8SS\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag\", \"asin\": \"B07RZKL34X\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count\", \"asin\": \"B01JLPJM8U\", \"price\": \"$8.27\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag\", \"asin\": \"B01H0WLQAS\", \"price\": \"$15.80\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total\", \"asin\": \"B07Q1DBVJ1\", \"price\": \"$14.35\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count\", \"asin\": \"B00HG1GGGS\", \"price\": \"$10.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total\", \"asin\": \"B01FXMD0WE\", \"price\": \"$26.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()\", \"asin\": \"B017MK9JHU\", \"price\": \"$25.50\", \"delivery\": \"FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total\", \"asin\": \"B0DGMXJPT3\", \"price\": \"$4.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)\", \"asin\": \"B0842YT49J\", \"price\": \"$24.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon.\"},\n{\"title\": \"Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count\", \"asin\": \"B005NTRDI0\", \"price\": \"$22.90\", \"delivery\": \"FREE delivery Thu, Apr 17 Only 18 left in stock - order soon.\"},\n{\"title\": \"Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)\", \"asin\": \"B01FXMCWXC\", \"price\": \"$21.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)\", \"asin\": \"B0040ZOU0M\", \"price\": \"$45.91\", \"delivery\": \"FREE delivery Apr 9 - 11\"},\n{\"title\": \"Stand Up Pouch Bags, 6\\\" x 9\\\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage\", \"asin\": \"B06Y3Q9KJQ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear\", \"asin\": \"B0B2388T62\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9\"},\n{\"title\": \"Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk\", \"asin\": \"B00J5IMMIG\", \"price\": \"$12.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"O2frepak 200 Quart Size 8\\\" x 12\\\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags\", \"asin\": \"B07FVB1W5Q\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count\", \"asin\": \"B00J2LD2KS\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go\", \"asin\": \"B0CRGB3P33\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)\", \"asin\": \"B0BLJ41Y82\", \"price\": \"$21.30\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total\", \"asin\": \"B0741C6N93\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:31:05.988Z\", // 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
|
2025-04-04T20:31:05.988Z
|
purchase
|
B074H73J1Q
|
rule
|
2025-04-04T20:31:05.988Z
|
train
| 2,952 |
2025-04-04T20:31:05.988Z
|
purchase
|
B074H73J1Q
|
<|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": "2025-03-27T21:36:45.430Z", "action": "input", "action_argument": "chicken breast"}
{"timestamp": "2025-03-27T21:36:49.246Z", "action": "input", "action_argument": "beef"}
{"timestamp": "2025-03-27T21:36:49.688Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-27T21:36:57.947Z", "action": "click_product", "action_argument": "B01H0AI64Y"}
{"timestamp": "2025-03-27T21:37:05.710Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:35.447Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:38.971Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-03-27T21:37:43.834Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-27T21:38:43.586Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:38:44.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-03-27T21:39:26.952Z", "action": "input", "action_argument": "ziploc"}
{"timestamp": "2025-03-27T21:39:27.433Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:50:35.316Z", "action": "input", "action_argument": "hair dryer"}
{"timestamp": "2025-03-29T23:50:35.570Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:51:10.024Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-03-29T23:51:39.517Z", "action": "click_product", "action_argument": "B0DR5B3C7X"}
{"timestamp": "2025-03-29T23:51:49.357Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-03-29T23:51:54.062Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:51:57.744Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:01.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-03-29T23:52:05.683Z", "action": "purchase", "action_argument": "B0DR5B8SSV"}
{"timestamp": "2025-03-29T23:52:19.891Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:51.250Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:52:54.357Z", "action": "input", "action_argument": "vegetable chopper"}
{"timestamp": "2025-03-29T23:52:54.467Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-03-29T23:53:44.458Z", "action": "input", "action_argument": "hair dryer pana"}
{"timestamp": "2025-03-29T23:53:51.881Z", "action": "input", "action_argument": "hair dryer panasonic ioic"}
{"timestamp": "2025-03-29T23:53:52.511Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:53:55.766Z", "action": "input", "action_argument": "hair dryer panasonic ionic"}
{"timestamp": "2025-03-29T23:53:55.843Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-03-29T23:54:48.058Z", "action": "click_product", "action_argument": "B0B33685G3"}
{"timestamp": "2025-03-29T23:55:10.398Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-03-29T23:55:50.002Z", "action": "purchase", "action_argument": "B0DR5B8SSV, B01BB6YL60"}
{"timestamp": "2025-04-01T21:27:35.654Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-01T21:27:52.162Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T21:28:03.345Z", "action": "purchase", "action_argument": "B0DHHCQ6W8"}
{"timestamp": "2025-04-04T20:28:46.994Z", "action": "input", "action_argument": "eye drop"}
{"timestamp": "2025-04-04T20:28:47.191Z", "action": "click", "action_argument": "search"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-04T20:29:18.785Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T20:29:23.599Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-04T20:29:34.659Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:29:34.676Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:30:04.474Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:30:19.613Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:21.631Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-04T20:30:38.317Z", "action": "input", "action_argument": "freez"}
{"timestamp": "2025-04-04T20:30:38.325Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-04T20:30:41.557Z", "action": "click_product", "action_argument": "B019ZTZTVQ"}
<|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": "freezer bags"}],
"cart_items": [{"title": "Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary", "asin": "B000052XFC", "price": "$16.30", "quantity": "1"},
{"title": "CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill", "asin": "B0DHHCQ6W8", "price": "$13.69", "quantity": "1"},
{"title": "University of California Irvine Mascot Full Size Standard License Plate Metal Frame", "asin": "B0CGHRV2XV", "price": "$21.99", "quantity": "1"},
{"title": "Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets", "asin": "B004JO3JTM", "price": "$12.49", "quantity": "1"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB", "asin": "B00J3VHERY", "price": "$8.29"},
{"title": "Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB", "asin": "B00AR100NE", "price": "$5.49"},
{"title": "Just Bare\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB", "asin": "B07PSZTSGH", "price": "$12.98"},
{"title": "Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)", "asin": "B07HKGMPDR", "price": "$4.49"},
{"title": "365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce", "asin": "B074H61M18", "price": "$3.69"},
{"title": "Amazon Brand, Happy Belly Straight Fries, 32 Oz", "asin": "B08CPLHDMC", "price": "$3.19"},
{"title": "Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz", "asin": "B0948HW1ST", "price": "$9.65"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb", "asin": "B07ZS3QV9T", "price": "$11.95"},
{"title": "Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies", "asin": "B0D4GM1BXQ", "price": "$8.99/lb"},
{"title": "Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)", "asin": "B000VHPHF0", "price": "$4.69"},
{"title": "Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice", "asin": "B09W22N2SK", "price": "$31.96"},
{"title": "365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz", "asin": "B07Q4YNG8W", "price": "$11.29"}],
"promotion_items": [{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\n80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "quantity": ""},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "quantity": ""},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\n28 Count", "asin": "B003UEGZNE", "price": "$5.99", "quantity": ""},
{"title": "Polyethylene, Polypropylene, Dye, and Ink.\n34 Count", "asin": "B00J0419NO", "price": "$8.69", "quantity": ""},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\n80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "quantity": ""},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "quantity": ""},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\n28 Count", "asin": "B003UEGZNE", "price": "$5.99", "quantity": ""},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\n60 Count", "asin": "B0DGN3JPG4", "price": "$10.99", "quantity": ""}],
"ads": [{"title": "Freezer Bags", "asin": "B07PZ8HLWD"},
{"title": "Sandwich & Snack Bags", "asin": "B00HG1GGUY"},
{"title": "Endurables Reusable Bags", "asin": "B09DZ5KND9"}],
"search_results": [{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count", "asin": "B00CQAHOCO", "price": "$9.69", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count", "asin": "B019ZTZTVQ", "price": "$9.57", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count", "asin": "B003UEGZNE", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total", "asin": "B0BJH8Q5N5", "price": "$25.23", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Polyethylene, Polypropylene, Dye, and Ink.", "asin": "B00J0419NO", "price": "$8.69", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)", "asin": "B093WPZF1Y", "price": "$9.70", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count", "asin": "B003UEGZNE", "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 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count", "asin": "B01JLPJM7G", "price": "$7.58", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count", "asin": "B000R91CLA", "price": "$4.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $80"},
{"title": "365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count", "asin": "B074H73J1Q", "price": "$3.39", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)", "asin": "B093X7TBT8", "price": "$10.23", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total", "asin": "B0DGN3JPG4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon"},
{"title": "Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)", "asin": "B09WMDJMJC", "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 9 on $35 of items shipped by Amazon"},
{"title": "IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)", "asin": "B0CPSQBD2N", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization", "asin": "B0CXHXK1NK", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Gallon Food Storage Bags, 120 Count", "asin": "B093WMWKBP", "price": "$12.18", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total", "asin": "B0DGNDYV95", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total", "asin": "B0DGN8SZRX", "price": "$4.31", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)", "asin": "B000VB69FS", "price": "$2.66", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count", "asin": "B074H76C9W", "price": "$2.79", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count", "asin": "B088XVM1HM", "price": "$12.48", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items", "asin": "B089GJRMFL", "price": "$12.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide", "asin": "B07RKRK7FD", "price": "$16.19", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs", "asin": "B0DKVRRGJ8", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack", "asin": "B0CXHL2DMZ", "price": "$14.99", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count", "asin": "B088XVM1HM", "price": "$12.48", "delivery": "Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count", "asin": "B088XP7F2B", "price": "$12.96", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)", "asin": "B07PZ8HLWD", "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 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count", "asin": "B00CQAHOCO", "price": "$9.69", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)", "asin": "B093X7TBT8", "price": "$10.23", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit", "asin": "B0C2VJ6L6R", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count", "asin": "B00CQG5QUA", "price": "$9.72", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue", "asin": "B01IPIL5JS", "price": "$27.99", "delivery": "FREE delivery Tue, Apr 8 Only 1 left in stock - order soon."},
{"title": "Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes", "asin": "B0CGJZH7KT", "price": "$15.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)", "asin": "B01FXMD402", "price": "$14.94", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary", "asin": "B00JC9TJSO", "price": "$14.37", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)", "asin": "B09WMDJMJC", "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 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)", "asin": "B00BIY8A0Y", "price": "$23.47", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)", "asin": "B0B34YLF6V", "price": "$21.96", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free", "asin": "B0CGKDKM9H", "price": "$15.70", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)", "asin": "B07Q1DBLX9", "price": "$23.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)", "asin": "B08NCNGVFN", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)", "asin": "B095PQ6SX7", "price": "$6.96", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp", "asin": "B08NCLS8SS", "price": "$22.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag", "asin": "B07RZKL34X", "price": "$17.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count", "asin": "B01JLPJM8U", "price": "$8.27", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag", "asin": "B01H0WLQAS", "price": "$15.80", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total", "asin": "B07Q1DBVJ1", "price": "$14.35", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count", "asin": "B00HG1GGGS", "price": "$10.18", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total", "asin": "B01FXMD0WE", "price": "$26.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()", "asin": "B017MK9JHU", "price": "$25.50", "delivery": "FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8"},
{"title": "Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total", "asin": "B0DGMXJPT3", "price": "$4.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)", "asin": "B0842YT49J", "price": "$24.04", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon."},
{"title": "Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count", "asin": "B005NTRDI0", "price": "$22.90", "delivery": "FREE delivery Thu, Apr 17 Only 18 left in stock - order soon."},
{"title": "Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)", "asin": "B01FXMCWXC", "price": "$21.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)", "asin": "B0040ZOU0M", "price": "$45.91", "delivery": "FREE delivery Apr 9 - 11"},
{"title": "Stand Up Pouch Bags, 6\" x 9\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage", "asin": "B06Y3Q9KJQ", "price": "$20.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear", "asin": "B0B2388T62", "price": "$37.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9"},
{"title": "Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk", "asin": "B00J5IMMIG", "price": "$12.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "O2frepak 200 Quart Size 8\" x 12\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags", "asin": "B07FVB1W5Q", "price": "$26.99", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count", "asin": "B00J2LD2KS", "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 9 on $35 of items shipped by Amazon"},
{"title": "24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go", "asin": "B0CRGB3P33", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)", "asin": "B0BLJ41Y82", "price": "$21.30", "delivery": "Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon"},
{"title": "Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total", "asin": "B0741C6N93", "price": "$15.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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": "2025-04-04T20:31:05.988Z", // 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_action>purchase</answer_action><answer_argument>B074H73J1Q</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B074H73J1Q</answer_argument>",
"index": 2952,
"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\": \"2025-03-27T21:36:45.430Z\", \"action\": \"input\", \"action_argument\": \"chicken breast\"}\n{\"timestamp\": \"2025-03-27T21:36:49.246Z\", \"action\": \"input\", \"action_argument\": \"beef\"}\n{\"timestamp\": \"2025-03-27T21:36:49.688Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T21:36:57.947Z\", \"action\": \"click_product\", \"action_argument\": \"B01H0AI64Y\"}\n{\"timestamp\": \"2025-03-27T21:37:05.710Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:35.447Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:38.971Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-03-27T21:37:43.834Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T21:38:43.586Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:38:44.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-03-27T21:39:26.952Z\", \"action\": \"input\", \"action_argument\": \"ziploc\"}\n{\"timestamp\": \"2025-03-27T21:39:27.433Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:50:35.316Z\", \"action\": \"input\", \"action_argument\": \"hair dryer\"}\n{\"timestamp\": \"2025-03-29T23:50:35.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:51:10.024Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-03-29T23:51:39.517Z\", \"action\": \"click_product\", \"action_argument\": \"B0DR5B3C7X\"}\n{\"timestamp\": \"2025-03-29T23:51:49.357Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T23:51:54.062Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:51:57.744Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:01.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-03-29T23:52:05.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV\"}\n{\"timestamp\": \"2025-03-29T23:52:19.891Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:51.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:52:54.357Z\", \"action\": \"input\", \"action_argument\": \"vegetable chopper\"}\n{\"timestamp\": \"2025-03-29T23:52:54.467Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-29T23:53:44.458Z\", \"action\": \"input\", \"action_argument\": \"hair dryer pana\"}\n{\"timestamp\": \"2025-03-29T23:53:51.881Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ioic\"}\n{\"timestamp\": \"2025-03-29T23:53:52.511Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:53:55.766Z\", \"action\": \"input\", \"action_argument\": \"hair dryer panasonic ionic\"}\n{\"timestamp\": \"2025-03-29T23:53:55.843Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-29T23:54:48.058Z\", \"action\": \"click_product\", \"action_argument\": \"B0B33685G3\"}\n{\"timestamp\": \"2025-03-29T23:55:10.398Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-03-29T23:55:50.002Z\", \"action\": \"purchase\", \"action_argument\": \"B0DR5B8SSV, B01BB6YL60\"}\n{\"timestamp\": \"2025-04-01T21:27:35.654Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-01T21:27:52.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-01T21:28:03.345Z\", \"action\": \"purchase\", \"action_argument\": \"B0DHHCQ6W8\"}\n{\"timestamp\": \"2025-04-04T20:28:46.994Z\", \"action\": \"input\", \"action_argument\": \"eye drop\"}\n{\"timestamp\": \"2025-04-04T20:28:47.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-04T20:29:18.785Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-04T20:29:23.599Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-04T20:29:34.659Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:29:34.676Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:30:04.474Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:30:19.613Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:21.631Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-04T20:30:38.317Z\", \"action\": \"input\", \"action_argument\": \"freez\"}\n{\"timestamp\": \"2025-04-04T20:30:38.325Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-04T20:30:41.557Z\", \"action\": \"click_product\", \"action_argument\": \"B019ZTZTVQ\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing 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\": \"freezer bags\"}],\n\"cart_items\": [{\"title\": \"Refresh Plus Lubricant Eye Drops, Preservative-Free, 0.01 Fl Oz Single-Use Containers, 50 Count, Packaging May Vary\", \"asin\": \"B000052XFC\", \"price\": \"$16.30\", \"quantity\": \"1\"},\n{\"title\": \"CeraVe Hydrating Cream To Foam Cleanser, Makeup Remover Face Wash For Dry Skin, Foaming Facial Cleanser With Hyaluronic Acid, Normal To Dry Skin, Fragrance Free & Non Comedogenic, 16 Ounce Refill\", \"asin\": \"B0DHHCQ6W8\", \"price\": \"$13.69\", \"quantity\": \"1\"},\n{\"title\": \"University of California Irvine Mascot Full Size Standard License Plate Metal Frame\", \"asin\": \"B0CGHRV2XV\", \"price\": \"$21.99\", \"quantity\": \"1\"},\n{\"title\": \"Nature's Bounty Acidophilus Probiotic, Daily Probiotic Supplement, Supports Digestive Health, Twin Pack, 200 Tablets\", \"asin\": \"B004JO3JTM\", \"price\": \"$12.49\", \"quantity\": \"1\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Breast Fillets | Family Pack | Antibiotic Free | Boneless | Skinless | 2.25 LB\", \"asin\": \"B00J3VHERY\", \"price\": \"$8.29\"},\n{\"title\": \"Just Bare Chicken Natural Fresh Chicken Thighs | No Antibiotics Ever | Boneless | Skinless | 1.25 LB\", \"asin\": \"B00AR100NE\", \"price\": \"$5.49\"},\n{\"title\": \"Just Bare\\u00ae Natural Fresh Chicken Tenders | Family Pack | No Antibiotics Ever | Boneless | Skinless | 2.0 LB\", \"asin\": \"B07PSZTSGH\", \"price\": \"$12.98\"},\n{\"title\": \"Grown in Idaho Super Crispy Crinkle Cut Fries, 28 oz (Frozen)\", \"asin\": \"B07HKGMPDR\", \"price\": \"$4.49\"},\n{\"title\": \"365 by Whole Foods Market, Potatoes Shoestring Organic, 16 Ounce\", \"asin\": \"B074H61M18\", \"price\": \"$3.69\"},\n{\"title\": \"Amazon Brand, Happy Belly Straight Fries, 32 Oz\", \"asin\": \"B08CPLHDMC\", \"price\": \"$3.19\"},\n{\"title\": \"Amazon Fresh Brand, Bay Scallops, Frozen, Responsibly Sourced, Phosphate Free, 12 Oz\", \"asin\": \"B0948HW1ST\", \"price\": \"$9.65\"},\n{\"title\": \"Amazon Fresh Brand, Wild Caught Pacific Whiting Skin-On Fillets Value Pack, Frozen, Sustainably Sourced, Phosphate Free, 2 Lb\", \"asin\": \"B07ZS3QV9T\", \"price\": \"$11.95\"},\n{\"title\": \"Amazon Grocery, Beef Stew Meat, Boneless, USDA Choice, Weight Varies\", \"asin\": \"B0D4GM1BXQ\", \"price\": \"$8.99/lb\"},\n{\"title\": \"Alexia Seasoned Waffle Cut Fries, Non-GMO Ingredients, 20 oz (Frozen)\", \"asin\": \"B000VHPHF0\", \"price\": \"$4.69\"},\n{\"title\": \"Beef Ribeye Roast, Bone-In, 2 Bone, USDA Choice\", \"asin\": \"B09W22N2SK\", \"price\": \"$31.96\"},\n{\"title\": \"365 by Whole Foods Market, Oil Avocado, 16.9 Fl Oz\", \"asin\": \"B07Q4YNG8W\", \"price\": \"$11.29\"}],\n\"promotion_items\": [{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\\n34 Count\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\\n80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\\n28 Count\", \"asin\": \"B003UEGZNE\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\\n60 Count\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Freezer Bags\", \"asin\": \"B07PZ8HLWD\"},\n{\"title\": \"Sandwich & Snack Bags\", \"asin\": \"B00HG1GGUY\"},\n{\"title\": \"Endurables Reusable Bags\", \"asin\": \"B09DZ5KND9\"}],\n\"search_results\": [{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B019ZTZTVQ\", \"price\": \"$9.57\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Food Storage and Sandwich Bags Variety Pack, Stay Open Design with Stand-Up Bottom, Easy to Fill, 166 Bags Total\", \"asin\": \"B0BJH8Q5N5\", \"price\": \"$25.23\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Polyethylene, Polypropylene, Dye, and Ink.\", \"asin\": \"B00J0419NO\", \"price\": \"$8.69\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Freezer Gallon Bags, 90 Count (Previously Solimo)\", \"asin\": \"B093WPZF1Y\", \"price\": \"$9.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 28 Count\", \"asin\": \"B003UEGZNE\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Freezer Kitchen Storage Bags, Gallon Size, 56 Count\", \"asin\": \"B01JLPJM7G\", \"price\": \"$7.58\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Pint Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 20 Count\", \"asin\": \"B000R91CLA\", \"price\": \"$4.99\", \"delivery\": \" $3.99 delivery Today 4 PM - 6 PM on orders over $80\"},\n{\"title\": \"365 by Whole Foods Market, Gallon Double Zipper Freezer Bag, 30 Count\", \"asin\": \"B074H73J1Q\", \"price\": \"$3.39\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Bags Total\", \"asin\": \"B0DGN3JPG4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"IDEATECH Dishwasher Safe Gallon Bags Stand Up, Leakproof Reusable Gallon Freezer Bags, Large Reusable Bags, BPA Plastic Free Reusable Food Storage Bags for Meats, Veggies(6 Pack)\", \"asin\": \"B0CPSQBD2N\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 12 Pack Reusable Gallon Freezer Bags Dishwasher Microwave Safe, Stand Up Reusable Freezer Bags 1 Gallon Silicone and BPA Free, Leakproof Food Storage Bags for Meal Prep, Kitchen Organization\", \"asin\": \"B0CXHXK1NK\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Gallon Food Storage Bags, 120 Count\", \"asin\": \"B093WMWKBP\", \"price\": \"$12.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 28 Bags Total\", \"asin\": \"B0DGNDYV95\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 24 Bags Total\", \"asin\": \"B0DGN8SZRX\", \"price\": \"$4.31\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Quart, 20 Count (Packaging May Vary)\", \"asin\": \"B000VB69FS\", \"price\": \"$2.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"365 by Whole Foods Market, Quart Double Zipper Freezer Bag, 40 Count\", \"asin\": \"B074H76C9W\", \"price\": \"$2.79\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"SPLF 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA FREE Reusable Food Storage Bags, Extra Thick Leakproof Silicone and Plastic Free for Marinate Meats, Cereal, Sandwich, Snack, Travel Items\", \"asin\": \"B089GJRMFL\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Wevac Vacuum Sealer Bags 8x50 Rolls 2 pack for Food Saver, Seal a Meal, Weston. Commercial Grade, BPA Free, Heavy Duty, Great for vac storage, Meal Prep or Sous Vide\", \"asin\": \"B07RKRK7FD\", \"price\": \"$16.19\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags Reusable Gallon Storage Bags, 8 Pack, Double Zipper, 6 mils Thick, Freezer Safe, Zero BPA, Easy Open Tabs\", \"asin\": \"B0DKVRRGJ8\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 20 Pack Reusable Freezer Bags Dishwasher Microwave Safe, Stand Up Silicone and BPA Free Reusable Sandwich Bags, Leakproof Reusable Food Storage Bags for Meal Prep - 8 Gallon 7 Sandwich 5 Snack\", \"asin\": \"B0CXHL2DMZ\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 100 Count\", \"asin\": \"B088XVM1HM\", \"price\": \"$12.48\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 6 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 80 Count\", \"asin\": \"B088XP7F2B\", \"price\": \"$12.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 30 Count (Pack of 4)\", \"asin\": \"B07PZ8HLWD\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 60 Count\", \"asin\": \"B00CQAHOCO\", \"price\": \"$9.69\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Slider Quart Food Storage Bags, 120 Count (Previously Solimo)\", \"asin\": \"B093X7TBT8\", \"price\": \"$10.23\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24 Reusable Food Storage Bags, Freezer Bags with Pack BPA FREE (8 Reusable Gallon Bags+8 Leakproof Reusable Sandwich Bags+8 Food Grade Snack Bags) EXTRA THICK Reusbale Lunch Bag for Salad Fruit\", \"asin\": \"B0C2VJ6L6R\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 75 Count\", \"asin\": \"B00CQG5QUA\", \"price\": \"$9.72\", \"delivery\": \" $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup\"},\n{\"title\": \"Ziploc Variety Pack 54 Freezer Quart Bags, 38 Freezer Gallon Bags, 125 Sandwich Bags, 52 Storage Gallon Bags Reusable Plastic Ziploc Bags with Zipper Closure, Red, Green, Blue\", \"asin\": \"B01IPIL5JS\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Only 1 left in stock - order soon.\"},\n{\"title\": \"Gallon Freezer Bags, Double Zipper Seal - 100 Count, Thick Resealable Plastic storage Bags - Reusable Gallon Storage Bags for Food Storage, Meat, Vegetables, Fruit - Microwave-Safe, Zero BPA - 2 Boxes\", \"asin\": \"B0CGJZH7KT\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Two Gallon Food Storage Freezer Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 10 Count, Pack of 3 (30 Total Bags)\", \"asin\": \"B01FXMD402\", \"price\": \"$14.94\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Zipper Freezer Storage Plastic Bags, Gallon, set of 4 x 40 bags -Package May Vary\", \"asin\": \"B00JC9TJSO\", \"price\": \"$14.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Lerine 6 Pack Reusable Gallon Freezer Bags Dishwasher Safe, BPA Free Reusable 1 Gallon Bags Silicone, Leakproof Reusable Storage Bags for Marinate Meats, Cereal, Vegetables, Home Organization(Grey)\", \"asin\": \"B09WMDJMJC\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Freezer Slider Bags, Quart, 35 Count (Pack of 3)\", \"asin\": \"B00BIY8A0Y\", \"price\": \"$23.47\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Calendar Slider Gallon Freezer Bags, 1 Gallon Size Slider Bags with Stand and Fill Expandable Bottoms, Helps Prevent Freezer Burn, 25 Count (Pack of 4)\", \"asin\": \"B0B34YLF6V\", \"price\": \"$21.96\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Quart Freezer Bags - Double Zipper Seal -150 Count, (2 Packs of 75) Resealable Plastic Freezer Containers - Reusable Pouches for Food Storage, Meat, Fresh Vegetables, Fruit - Microwave-Safe, BPA Free\", \"asin\": \"B0CGKDKM9H\", \"price\": \"$15.70\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Freezer Slider Bags, Power Shield Technology for More Durability, 34 Count, Pack of 4 (136 Total Bags)\", \"asin\": \"B07Q1DBLX9\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Gallon Slider Storage Bags- 100 Count, Featuring Expandable Bottom, Zero BPA, Microwave-Safe(4 boxes of 25)\", \"asin\": \"B08NCNGVFN\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Sandwich Storage Bags, 300 Count (Previously Solimo)\", \"asin\": \"B095PQ6SX7\", \"price\": \"$6.96\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Gallon Zip Storage Bags, 200 Count, Double Zipper Seal, Easy Grip Open Tabs, Write-On Space, BPA-Free & Heavy Duty, Microwave Safe, Non-StandUp\", \"asin\": \"B08NCLS8SS\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"VacYaYa100 Quart 8 x 12 Inch Freezer Food Vacuum Sealer Storage Bags Size,Vac Seal a Meal Bags with BPA Free and Heavy Duty Sous Vide Vaccume Safe PreCut Bag\", \"asin\": \"B07RZKL34X\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Kitchen Storage Bags, Gallon Size, 66 Count\", \"asin\": \"B01JLPJM8U\", \"price\": \"$8.27\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Avid Armor Vacuum Sealer Bags Quart 8x12 Inch 100 Pack for Food Saver, Seal a Meal Vacuum Seal Machines, Commercial Grade Heavy Duty BPA Free for Sous Vide and Meal Prep Precut Storage Bag\", \"asin\": \"B01H0WLQAS\", \"price\": \"$15.80\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 120 Bags Total\", \"asin\": \"B07Q1DBVJ1\", \"price\": \"$14.35\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Gallon Food Storage Slider Bags, Power Shield Technology for More Durability, 68 Count\", \"asin\": \"B00HG1GGGS\", \"price\": \"$10.18\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 2 Gallon Food Storage Bags, Grip 'n Seal Technology for Easier Grip, Open, and Close, 36 Bags Total\", \"asin\": \"B01FXMD0WE\", \"price\": \"$26.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Half gallon Freezer Bags (144 ct.),, 144Count ()\", \"asin\": \"B017MK9JHU\", \"price\": \"$25.50\", \"delivery\": \"FREE delivery Apr 16 - 17 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Ziploc Gallon Food Storage Freezer Bags, Stay Open Design with Stand-Up Bottom, Easy to Fill, 16 Bags Total\", \"asin\": \"B0DGMXJPT3\", \"price\": \"$4.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Glad Flex'N Seal Freezer Storage Plastic Bags, Gallon, 28 Count (Package May Vary)\", \"asin\": \"B0842YT49J\", \"price\": \"$24.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon Only 6 left in stock - order soon.\"},\n{\"title\": \"Ziploc Double Zipper Freezer Bags - Quart - 4/54 Count\", \"asin\": \"B005NTRDI0\", \"price\": \"$22.90\", \"delivery\": \"FREE delivery Thu, Apr 17 Only 18 left in stock - order soon.\"},\n{\"title\": \"Ziploc Slider Freezer Bags, Stand-and-Fill with Expandable Bottom, Gallon, 72 Count, 24 Count (Pack of 3)\", \"asin\": \"B01FXMCWXC\", \"price\": \"$21.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc 94604 Double-Zipper Freezer Bags, 1gal, 2.7mil, Clear w/Label Panel (Case of 250)\", \"asin\": \"B0040ZOU0M\", \"price\": \"$45.91\", \"delivery\": \"FREE delivery Apr 9 - 11\"},\n{\"title\": \"Stand Up Pouch Bags, 6\\\" x 9\\\", Heavy Duty, 100 Pack, Clear Front with Aluminum Foil Back - Resealable Ziplock and Heat Sealable for Food Storage\", \"asin\": \"B06Y3Q9KJQ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Reli. 2 Gallon Freezer Bags (125 Count) 13x15 inch Freezer Bags 2 Gallon Jumbo | Double Zipper, Press to Seal, Write on Label | 2Gal Food Storage | Bulk, Extra Large, Clear\", \"asin\": \"B0B2388T62\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9\"},\n{\"title\": \"Ziploc Freezer Bags, Pint Size - 20 ct - 2 pk\", \"asin\": \"B00J5IMMIG\", \"price\": \"$12.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"O2frepak 200 Quart Size 8\\\" x 12\\\" 4mil Thick Vacuum Sealer Bags with BPA Free and Puncture Prevention,Vacuum Seal Freezer Bags,Great for Sous Vide Vaccume Sealer PreCut Bags\", \"asin\": \"B07FVB1W5Q\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Ziploc Quart Food Storage Slider Bags, Power Shield Technology for More Durability, 42 Count\", \"asin\": \"B00J2LD2KS\", \"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 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"24/7 Bags- Snack Freezer Bags - 300 Count with Expandable Bottom and New Calendar Feature, Easy Fill On The Go\", \"asin\": \"B0CRGB3P33\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 5 Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Zipseal Gallon Bags - Compostable, PFOA-Free, BPA-Free, Food-Safe Zip Seal Food Storage Bags/Freezer-Safe Gallon Bags With Secure Seal for Home & Travel (2-pack, 50 bags total)\", \"asin\": \"B0BLJ41Y82\", \"price\": \"$21.30\", \"delivery\": \"Prime members get FREE delivery Overnight 7 AM - 11 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hefty Slider Jumbo Storage Bags, 2.5 Gallon Size, 15 Count (Pack of 3), 45 Total\", \"asin\": \"B0741C6N93\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 9 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\": \"2025-04-04T20:31:05.988Z\", // 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"
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.