<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"}
{"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:46:19.741Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"}
{"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:57.472Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:53:58.478Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.248Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.780Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"}
{"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""}
{"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "20 x26 pillow 2 pack"}],
"cart_items": [{"title": "EIUE \u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795 2 \u4ef6\u88c5\u5927\u53f7\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u6795\u5934\uff0c\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u8d85\u7ec6\u7ea4\u7ef4\u586b\u5145\u6795\u5934\uff0c20 x 30 \u82f1\u5bf8", "asin": "B097CZCDQG", "price": "16.99 \u7f8e\u5143", "quantity": "1"},
{"title": "EIUE \u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795\u5934 2 \u4ef6\u88c5\u6807\u51c6\u5c3a\u5bf8\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u6795\u5934\uff0c\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u8d85\u7ec6\u7ea4\u7ef4\u586b\u5145\u6795\u5934\uff0c20 x 26 \u82f1\u5bf8", "asin": "B0B4Z6W16R", "price": "18.89\u7f8e\u5143", "quantity": "1"},
{"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"},
{"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"},
{"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"},
{"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"},
{"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"},
{"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"},
{"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"},
{"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "11.47 \u7f8e\u5143", "quantity": "1"},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "13.59\u7f8e\u5143", "quantity": "1"},
{"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "14.37 \u7f8e\u5143", "quantity": "1"},
{"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "18.15\u7f8e\u5143", "quantity": "1"},
{"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "16.09\u7f8e\u5143", "quantity": "1"},
{"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
{"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "11.97 \u7f8e\u5143", "quantity": "1"},
{"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "19.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "9.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "12.97 \u7f8e\u5143", "quantity": "1"},
{"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "4.86 \u7f8e\u5143", "quantity": "1"},
{"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "11.97 \u7f8e\u5143", "quantity": "1"},
{"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "16.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "8.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "12.97 \u7f8e\u5143", "quantity": "1"},
{"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "19.94 \u7f8e\u5143", "quantity": "1"},
{"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "15.19\u7f8e\u5143", "quantity": "1"},
{"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "100.00 \u7f8e\u5143"},
{"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
{"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "13.00 \u7f8e\u5143", "quantity": "1"},
{"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "82.00 \u7f8e\u5143", "quantity": "1"},
{"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "14.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "35.63\u7f8e\u5143", "quantity": "1"},
{"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "10.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Amazon Basics \u5706\u5f62\u50a8\u7269\u8fb9\u684c\uff0c\u5e26\u5e03\u7bee\u7684\u8fb9\u684c\uff0c\u767d\u8272/\u9ebb\u7070\u8272\uff0c17.7 \u82f1\u5bf8\u957f x 17.7 \u82f1\u5bf8\u5bbd x 18.9 \u82f1\u5bf8\u9ad8", "asin": "B07TWXS5Y6", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
{"title": "ULBTER \u5c4f\u5e55\u4fdd\u62a4\u819c\u9002\u7528\u4e8e Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010\u4e0d\u9002\u7528\u4e8e X-S20\u3011\u76f8\u673a\uff0c0.3mm 9H \u786c\u5ea6\u94a2\u5316\u73bb\u7483\u819c\u9632\u522e -3 \u4e2a\u88c5", "asin": "B07R6GGSJX", "price": "7.99 \u7f8e\u5143", "quantity": "1"},
{"title": "\u9002\u7528\u4e8e Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 \u7684\u91d1\u5c5e\u624b\u67c4 L \u652f\u67b6\u9632\u6ed1\u624b\u67c4\u652f\u67b6\uff0c\u5e26\u7535\u6c60\u5b58\u50a8\u5361\u9694\u95f4\u5f00\u53e3\u548c\u626c\u58f0\u5668\u5b54\uff0c\u66ff\u4ee3 MHG-XT10", "asin": "B07V6JVHFK", "price": "31.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Wasabi Power NP-W126\u3001NP-W126S \u7535\u6c60\uff082 \u4ef6\u88c5\uff09USB-C \u53cc\u5145\u7535\u5668\uff0c\u9002\u7528\u4e8e Fuji X-T100\u3001X-T200\u3001X100F\u3001X100V\u3001X100VI\u3001X-S10\u3001X-A5\u3001X-A10\u3001X-E4\u3001X-Pro2\u3001X-Pro3\u3001X-T1\u3001X-T2\u3001X-T3\u3001X-T10\u3001X-T20\u3001X-T30 II", "asin": "B08R12HYSW", "price": "28.99 \u7f8e\u5143", "quantity": "1"},
{"title": "SanDisk 128GB Extreme PRO SDXC UHS-I \u5b58\u50a8\u5361 - C10\u3001U3\u3001V30\u30014K UHD\u3001SD \u5361 - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "19.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Lysol \u6d88\u6bd2\u6d17\u8863\u6d88\u6bd2\u5242\u548c\u9999\u5473\u589e\u5f3a\u5242\u3001\u6d17\u8863\u7c89\u6dfb\u52a0\u5242\u3001\u9632\u892a\u8272\u6f02\u767d\u5242\u66ff\u4ee3\u54c1\u3001\u6d17\u8863\u9664\u81ed\u5242\u3001\u6740\u6b7b\u7ec6\u83cc\u548c\u75c5\u6bd2\u3001\u6e05\u65b0\u4e9a\u9ebb\u9999\u5473\u300141 \u6db2\u91cf\u76ce\u53f8\u6db2\u4f53", "asin": "B01NBFHFZN", "price": "$6.97"},
{"title": "Vitafusion \u5973\u6027\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u6d46\u679c\u5473\u5973\u6027\u65e5\u5e38\u7ef4\u751f\u7d20\uff0c\u542b\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B-6 \u548c B-12\uff0c\u7f8e\u56fd\u6392\u540d\u7b2c\u4e00\u7684\u8f6f\u7cd6\u7ef4\u751f\u7d20\u54c1\u724c\uff0c75 \u5929\u4f9b\u5e94\u91cf\uff0c150 \u7c92\uff08\u5305\u88c5\u53ef\u80fd\u6709\u6240\u4e0d\u540c\uff09", "asin": "B007L0DPE0", "price": "$10.98"},
{"title": "\u5361\u5c3c\u5c14\u5378\u5986\u6c34\uff0c\u4fdd\u6e7f\u6d01\u9762\u4e73\u548c\u5378\u5986\u6db2\uff0c\u9002\u5408\u654f\u611f\u808c\u80a4\uff0c\u7eaf\u7d20\uff0c\u65e0\u52a8\u7269\u5b9e\u9a8c\uff0c13.5 \u6db2\u91cf\u76ce\u53f8\uff08400 \u6beb\u5347\uff09\uff0c1 \u652f", "asin": "B017PCGABI", "price": "8.97 \u7f8e\u5143"}],
"product_details": [{"asin": "B0CQNQ55S5"},
{"title": "TECHTIC Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches"},
{"price": "$15.99"},
{"bullet_list": "Perfect Size: These 2 pack queen size pillows measure 20 x 26 inches( 48cm x 66cm)(approx). With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "White"},
{"Size": "Standard (Pack of 2)"}],
"promotion_items": [{"title": "JOLLYVOGUE \u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5168\u6795 2 \u4ef6\u5957\uff0c\u9002\u5408\u4fa7\u5367\u548c\u4ef0\u5367\u7761\u7720\u8005\uff0c\u7fbd\u7ed2\u66ff\u4ee3\u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795\uff0c26x20 \u82f1\u5bf8", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""},
{"title": "Gehannah \u7761\u7720\u6795\u5934\uff0c\u8c6a\u534e\u6bdb\u7ed2\u67d4\u8f6f\u6795\u5934\uff0c\u9002\u7528\u4e8e\u5bb6\u5ead\u548c\u9152\u5e97\uff0c\u900f\u6c14\u8d85\u7ec6\u7ea4\u7ef4\u6795\u5957\uff0c\u9002\u5408\u4fa7\u5367\u7761\u7720\u8005\u7684\u76ae\u80a4\u53cb\u597d\u578b\u6795\u5934", "asin": "B08V1277FB", "price": "$25.99", "quantity": ""},
{"title": "EIUE \u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795 2 \u4ef6\u88c5\u5927\u53f7\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u6795\u5934\uff0c\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u8d85\u7ec6\u7ea4\u7ef4\u586b\u5145\u6795\u5934\uff0c20 x 30 \u82f1\u5bf8", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""},
{"title": "Bedsure \u6795\u5934\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957 - \u6807\u51c6\u5c3a\u5bf8\u5e8a\u6795 2 \u4ef6\u88c5 \u9152\u5e97\u54c1\u8d28\u4f18\u8d28\u7fbd\u7ed2\u66ff\u4ee3\u54c1\uff0c\u4e3a\u4fa7\u5367\u548c\u4ef0\u5367\u7761\u7720\u8005\u63d0\u4f9b\u67d4\u8f6f\u652f\u6491\u586b\u5145\u7269\uff0819 \u82f1\u5bf8 x 26 \u82f1\u5bf8\uff09", "asin": "B083DRWNY9", "price": "$21.99", "quantity": ""},
{"title": "JOLLYVOGUE \u6795\u5934\u5927\u53f7 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""},
{"title": "CozyLux \u6795\u5934\u7279\u5927\u53f7 2 \u4ef6\u5957\uff0c\u9152\u5e97\u54c1\u8d28\u7761\u7720\u7528\u5e8a\u6795 2 \u4ef6\u88c5\uff0c\u4fa7\u5367\u548c\u4fef\u5367\u7761\u7720\u8005\u9002\u7528\u7684\u51c9\u723d\u6795\u5934\uff0c\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u5962\u534e\u67d4\u8f6f\u652f\u6491\u84ec\u677e\u6795\u5934 (19x34)", "asin": "B0BYYGZDJ6", "price": "$23.99", "quantity": ""},
{"title": "OFNEED \u7fbd\u7ed2\u66ff\u4ee3\u7761\u7720\u6795\u5934\uff0c\u7279\u5927\u53f7 2 \u4ef6\u5957\uff0c\u68c9\u8d28\u900f\u6c14\u6795\u5957\uff0c\u9152\u5e97\u7cfb\u5217\uff0c\u51c9\u723d\u9152\u5e97\u54c1\u8d28\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u7761\u7720\u6795\u5934\uff0c\u67d4\u8f6f\u7684\u5e8a\u4e0a\u6795\u5934", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""},
{"title": "DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers", "asin": "3cbe8757", "price": "$29.99", "quantity": ""},
{"title": "Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #", "asin": "B0F1938XLX", "price": "$18.99", "quantity": ""},
{"title": "Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)", "asin": "B0F2T97XXJ", "price": "$22.99", "quantity": ""},
{"title": "Acanva \u57fa\u672c\u6b3e\u5e8a\u6795\u67d4\u8f6f\u4f11\u606f\u57ab\uff0c\u9002\u5408\u7761\u7720\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0c\u767d\u8272\uff0c4 \u7247\u88c5", "asin": "B09JFH8Q4F", "price": "40.59\u7f8e\u5143", "quantity": ""},
{"title": "Hicaly \u6795\u5934\uff0cHicaly \u4eba\u4f53\u5de5\u5b66\u6795\u5934\uff0c\u7ec8\u6781\u9888\u90e8\u652f\u6491\uff0c\u6df1\u5ea6\u7761\u7720\u8212\u9002\u9e45\u7ed2\u4fa7\u5367\u6795\u5934\uff0c\u9002\u5408\u6240\u6709\u7761\u59ff\uff082 \u4ef6\uff09", "asin": "B0F2T1FC2Z", "price": "39.99 \u7f8e\u5143", "quantity": ""},
{"title": "UYWO \u51b7\u5374\u8bb0\u5fc6\u6ce1\u6cab\u6795\u5934\uff0c\u575a\u56fa\u67d4\u8f6f\uff0c\u5927\u53f7\u53cc\u4eba\u5e8a\uff0c\u539f\u88c5\u53ef\u8c03\u8282\u6795\u5934\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u6216\u4fef\u5367", "asin": "/promo/A1V6YDMQBMNJI1", "price": "32.99 \u7f8e\u5143", "quantity": ""},
{"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""},
{"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "23b02604", "price": "$16.99", "quantity": ""},
{"title": "Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US", "asin": "/promo/ANRNXKAZW91DV", "price": "$184.99", "quantity": ""},
{"title": "WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30", "asin": "B0B4VMX98T", "price": "$37.99", "quantity": ""},
{"title": "Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches", "asin": "B07W1YBPZV", "price": "$6.99", "quantity": ""},
{"title": "PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\" x 26\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal", "asin": "/promo/AFFRY3B7O6NO7", "price": "$22.99", "quantity": ""}],
"comparison_items": [{"title": "TECHTIC\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches", "asin": "B0CQNQ55S5", "price": "$15.99"},
{"title": "MOLCLCUY\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90"},
{"title": "Homemate\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"},
{"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"},
{"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"},
{"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></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": "2025-04-08T22:57:22.168Z", // 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>

user
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"}
{"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:46:19.741Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"}
{"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:57.472Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:53:58.478Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.248Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.780Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"}
{"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""}
{"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "20 x26 pillow 2 pack"}],
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{"title": "TECHTIC Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches"},
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{"title": "DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers", "asin": "3cbe8757", "price": "$29.99", "quantity": ""},
{"title": "Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #", "asin": "B0F1938XLX", "price": "$18.99", "quantity": ""},
{"title": "Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)", "asin": "B0F2T97XXJ", "price": "$22.99", "quantity": ""},
{"title": "Acanva \u57fa\u672c\u6b3e\u5e8a\u6795\u67d4\u8f6f\u4f11\u606f\u57ab\uff0c\u9002\u5408\u7761\u7720\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0c\u767d\u8272\uff0c4 \u7247\u88c5", "asin": "B09JFH8Q4F", "price": "40.59\u7f8e\u5143", "quantity": ""},
{"title": "Hicaly \u6795\u5934\uff0cHicaly \u4eba\u4f53\u5de5\u5b66\u6795\u5934\uff0c\u7ec8\u6781\u9888\u90e8\u652f\u6491\uff0c\u6df1\u5ea6\u7761\u7720\u8212\u9002\u9e45\u7ed2\u4fa7\u5367\u6795\u5934\uff0c\u9002\u5408\u6240\u6709\u7761\u59ff\uff082 \u4ef6\uff09", "asin": "B0F2T1FC2Z", "price": "39.99 \u7f8e\u5143", "quantity": ""},
{"title": "UYWO \u51b7\u5374\u8bb0\u5fc6\u6ce1\u6cab\u6795\u5934\uff0c\u575a\u56fa\u67d4\u8f6f\uff0c\u5927\u53f7\u53cc\u4eba\u5e8a\uff0c\u539f\u88c5\u53ef\u8c03\u8282\u6795\u5934\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u6216\u4fef\u5367", "asin": "/promo/A1V6YDMQBMNJI1", "price": "32.99 \u7f8e\u5143", "quantity": ""},
{"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""},
{"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "23b02604", "price": "$16.99", "quantity": ""},
{"title": "Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US", "asin": "/promo/ANRNXKAZW91DV", "price": "$184.99", "quantity": ""},
{"title": "WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30", "asin": "B0B4VMX98T", "price": "$37.99", "quantity": ""},
{"title": "Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches", "asin": "B07W1YBPZV", "price": "$6.99", "quantity": ""},
{"title": "PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\" x 26\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal", "asin": "/promo/AFFRY3B7O6NO7", "price": "$22.99", "quantity": ""}],
"comparison_items": [{"title": "TECHTIC\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches", "asin": "B0CQNQ55S5", "price": "$15.99"},
{"title": "MOLCLCUY\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90"},
{"title": "Homemate\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"},
{"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"},
{"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"},
{"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></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": "2025-04-08T22:57:22.168Z", // 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>

<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"}
{"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:46:19.741Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"}
{"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"}
{"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:53:57.472Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:53:58.478Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.248Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:54:05.780Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"}
{"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""}
{"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "20 x26 pillow 2 pack"}],
"cart_items": [{"title": "EIUE \u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795 2 \u4ef6\u88c5\u5927\u53f7\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u6795\u5934\uff0c\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u8d85\u7ec6\u7ea4\u7ef4\u586b\u5145\u6795\u5934\uff0c20 x 30 \u82f1\u5bf8", "asin": "B097CZCDQG", "price": "16.99 \u7f8e\u5143", "quantity": "1"},
{"title": "EIUE \u9152\u5e97\u7cfb\u5217\u7761\u7720\u6795\u5934 2 \u4ef6\u88c5\u6807\u51c6\u5c3a\u5bf8\uff0c\u4fa7\u5367\u548c\u4ef0\u5367\u6795\u5934\uff0c\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u54c1\u8d85\u7ec6\u7ea4\u7ef4\u586b\u5145\u6795\u5934\uff0c20 x 26 \u82f1\u5bf8", "asin": "B0B4Z6W16R", "price": "18.89\u7f8e\u5143", "quantity": "1"},
{"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"},
{"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"},
{"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"},
{"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"},
{"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"},
{"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"},
{"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"},
{"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
{"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "11.47 \u7f8e\u5143", "quantity": "1"},
{"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "13.59\u7f8e\u5143", "quantity": "1"},
{"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "14.37 \u7f8e\u5143", "quantity": "1"},
{"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "18.15\u7f8e\u5143", "quantity": "1"},
{"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "16.09\u7f8e\u5143", "quantity": "1"},
{"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
{"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "11.97 \u7f8e\u5143", "quantity": "1"},
{"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "19.98 \u7f8e\u5143", "quantity": "1"},
{"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "9.98 \u7f8e\u5143", "quantity": "1"},
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{"title": "TECHTIC Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches"},
{"price": "$15.99"},
{"bullet_list": "Perfect Size: These 2 pack queen size pillows measure 20 x 26 inches( 48cm x 66cm)(approx). With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it."}],
"product_quantity": [{"quantity": "1"}],
"product_options": [{"Color": "White"},
{"Size": "Standard (Pack of 2)"}],
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{"title": "Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US", "asin": "/promo/ANRNXKAZW91DV", "price": "$184.99", "quantity": ""},
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{"title": "PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\" x 26\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal", "asin": "/promo/AFFRY3B7O6NO7", "price": "$22.99", "quantity": ""}],
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{"title": "MOLCLCUY\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90"},
{"title": "Homemate\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"},
{"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"},
{"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"},
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<|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": "2025-04-08T22:57:22.168Z", // 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>
