prompt.content: <|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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
  {"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
  {"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
  {"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
  {"timestamp": "2025-04-22T04:15:08.161Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:15:46.198Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:17:53.964Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
  {"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-22T04:34:12.582Z", "action": "click_product", "action_argument": "B001P92FMG"}
  <|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": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.39", "quantity": "1"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$11.57", "quantity": "3"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.15", "quantity": "2"},
  {"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}],
  "product_details": [{"asin": "B001P92FMG"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face"},
  {"price": "$10.68"},
  {"bullet_list": "One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "quantity": ""},
  {"title": "Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube", "asin": "B0BKGYBBRT", "price": "$12.49", "quantity": ""},
  {"title": "Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz", "asin": "B087HDXS2T", "price": "$36.00", "quantity": ""},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""}],
  "comparison_items": [{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68"},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88"},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88"},
  {"title": "Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce", "asin": "B0CNFRRVR6", "price": "$12.99"},
  {"title": "DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz", "asin": "B0CM7L4LSH", "price": "$11.98"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B004D2C5FY", "price": "$10.88"}]
  <|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": "2025-04-22T04:34:22.324Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
  {"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
  {"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
  {"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
  {"timestamp": "2025-04-22T04:15:08.161Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:15:46.198Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:17:53.964Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
  {"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-22T04:34:12.582Z", "action": "click_product", "action_argument": "B001P92FMG"}
  <|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": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.39", "quantity": "1"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$11.57", "quantity": "3"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.15", "quantity": "2"},
  {"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}],
  "product_details": [{"asin": "B001P92FMG"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face"},
  {"price": "$10.68"},
  {"bullet_list": "One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "quantity": ""},
  {"title": "Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube", "asin": "B0BKGYBBRT", "price": "$12.49", "quantity": ""},
  {"title": "Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz", "asin": "B087HDXS2T", "price": "$36.00", "quantity": ""},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""}],
  "comparison_items": [{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68"},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88"},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88"},
  {"title": "Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce", "asin": "B0CNFRRVR6", "price": "$12.99"},
  {"title": "DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz", "asin": "B0CM7L4LSH", "price": "$11.98"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B004D2C5FY", "price": "$10.88"}]
  <|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": "2025-04-22T04:34:22.324Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
  {"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
  {"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
  {"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
  {"timestamp": "2025-04-22T04:15:08.161Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:15:46.198Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
  {"timestamp": "2025-04-22T04:17:53.964Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
  {"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-22T04:34:12.582Z", "action": "click_product", "action_argument": "B001P92FMG"}
  <|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": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.39", "quantity": "1"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$11.57", "quantity": "3"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.15", "quantity": "2"},
  {"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}],
  "product_details": [{"asin": "B001P92FMG"},
  {"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face"},
  {"price": "$10.68"},
  {"bullet_list": "One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine"}],
  "product_quantity": [{"quantity": "1"},
  {"quantity": "1"}],
  "promotion_items": [{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "quantity": ""},
  {"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "quantity": ""},
  {"title": "Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube", "asin": "B0BKGYBBRT", "price": "$12.49", "quantity": ""},
  {"title": "Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz", "asin": "B087HDXS2T", "price": "$36.00", "quantity": ""},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
  {"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""}],
  "comparison_items": [{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68"},
  {"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88"},
  {"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88"},
  {"title": "Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce", "asin": "B0CNFRRVR6", "price": "$12.99"},
  {"title": "DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz", "asin": "B0CM7L4LSH", "price": "$11.98"},
  {"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B004D2C5FY", "price": "$10.88"}]
  <|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": "2025-04-22T04:34:22.324Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  