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"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "laroche-posay sunscreen"}],
  "cart_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", "quantity": "1"},
  {"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"},
  {"title": "Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black", "asin": "B07Q16JDH5", "price": "$37.39", "quantity": "1"},
  {"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
  {"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$29.99", "quantity": "1"},
  {"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
  {"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$4.49", "quantity": "1"}],
  "promotion_items": [{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\n6.76 Fl Oz (Pack of 1)", "asin": "B0DLFRDD2Z", "price": "$30.99", "quantity": ""},
  {"title": "La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\n1.69 Fl Oz (Pack of 1)", "asin": "B09NR1DMVT", "price": "$36.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\n1.7 Fl Oz (Pack of 1)", "asin": "B0CM4JVK6H", "price": "$39.99", "quantity": ""},
  {"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\n3 Fl Oz (Pack of 1)", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\n1.7 Fl Oz (Pack of 1)", "asin": "B0DFJJSYD2", "price": "$39.99", "quantity": ""},
  {"title": "", "asin": "B0CZP757GC", "price": "", "quantity": ""},
  {"title": "", "asin": "B0DFJV3PPB", "price": "", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n2 Fl Oz (Pack of 1)", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n1.7 Fl Oz (Pack of 1)", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""}],
  "ads": [{"title": "Go to detail page for \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.", "asin": "B00NGGFLTU"},
  {"title": "Go to detail page for \"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.", "asin": "B00EYVRX0Q"}],
  "search_results": [{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01NCWV3KM", "price": "$21.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B002CML1VG", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin", "asin": "B09NR1DMVT", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B0CV85FYPJ", "price": "$50.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.", "asin": "B007EUSL5U", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection", "asin": "B00TBJWR0M", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free", "asin": "B0CM4JVK6H", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free", "asin": "B07HF7VMXZ", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML", "asin": "B0CPJGZ2RL", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin", "asin": "B0CZM9MCMK", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30", "asin": "B00I8NUF2O", "price": "$37.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy", "asin": "B0DLFRDD2Z", "price": "$30.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60", "asin": "B00TBJWP9K", "price": "$37.99", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.", "asin": "B08Q5JP59X", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin", "asin": "B0DFJV3PPB", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin", "asin": "B0DFJJSYD2", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz", "asin": "B08K9HFC31", "price": "$13.81", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free", "asin": "B075VX4QVM", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic", "asin": "B09N13T8TL", "price": "$23.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks", "asin": "B0CM4B43DZ", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz", "asin": "B0CPL24B5X", "price": "$19.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin", "asin": "B0BVSVWCS8", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents", "asin": "B0CGT9W5WX", "price": "$25.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra", "asin": "B004JKNYL4", "price": "$31.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer", "asin": "B0DMHCR4YR", "price": "$116.97", "delivery": "Delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray", "asin": "B000V3O732", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\ud835\udc36\ud835\udc52\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)", "asin": "B0D44ZKMKD", "price": "$12.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump", "asin": "B00ZPWR0N8", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant", "asin": "B0C45CK57M", "price": "$18.79", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle", "asin": "B0BF3831F6", "price": "$15.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)", "asin": "B0DKJ3BX2F", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-22T03:46:35.308Z", // 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"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "laroche-posay sunscreen"}],
  "cart_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", "quantity": "1"},
  {"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"},
  {"title": "Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black", "asin": "B07Q16JDH5", "price": "$37.39", "quantity": "1"},
  {"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
  {"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$29.99", "quantity": "1"},
  {"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
  {"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$4.49", "quantity": "1"}],
  "promotion_items": [{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\n6.76 Fl Oz (Pack of 1)", "asin": "B0DLFRDD2Z", "price": "$30.99", "quantity": ""},
  {"title": "La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\n1.69 Fl Oz (Pack of 1)", "asin": "B09NR1DMVT", "price": "$36.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\n1.7 Fl Oz (Pack of 1)", "asin": "B0CM4JVK6H", "price": "$39.99", "quantity": ""},
  {"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\n3 Fl Oz (Pack of 1)", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\n1.7 Fl Oz (Pack of 1)", "asin": "B0DFJJSYD2", "price": "$39.99", "quantity": ""},
  {"title": "", "asin": "B0CZP757GC", "price": "", "quantity": ""},
  {"title": "", "asin": "B0DFJV3PPB", "price": "", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n2 Fl Oz (Pack of 1)", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n1.7 Fl Oz (Pack of 1)", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""}],
  "ads": [{"title": "Go to detail page for \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.", "asin": "B00NGGFLTU"},
  {"title": "Go to detail page for \"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.", "asin": "B00EYVRX0Q"}],
  "search_results": [{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01NCWV3KM", "price": "$21.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B002CML1VG", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin", "asin": "B09NR1DMVT", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B0CV85FYPJ", "price": "$50.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.", "asin": "B007EUSL5U", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection", "asin": "B00TBJWR0M", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free", "asin": "B0CM4JVK6H", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free", "asin": "B07HF7VMXZ", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML", "asin": "B0CPJGZ2RL", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin", "asin": "B0CZM9MCMK", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30", "asin": "B00I8NUF2O", "price": "$37.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy", "asin": "B0DLFRDD2Z", "price": "$30.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60", "asin": "B00TBJWP9K", "price": "$37.99", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.", "asin": "B08Q5JP59X", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin", "asin": "B0DFJV3PPB", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin", "asin": "B0DFJJSYD2", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz", "asin": "B08K9HFC31", "price": "$13.81", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free", "asin": "B075VX4QVM", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic", "asin": "B09N13T8TL", "price": "$23.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks", "asin": "B0CM4B43DZ", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz", "asin": "B0CPL24B5X", "price": "$19.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin", "asin": "B0BVSVWCS8", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents", "asin": "B0CGT9W5WX", "price": "$25.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra", "asin": "B004JKNYL4", "price": "$31.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer", "asin": "B0DMHCR4YR", "price": "$116.97", "delivery": "Delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray", "asin": "B000V3O732", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\ud835\udc36\ud835\udc52\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)", "asin": "B0D44ZKMKD", "price": "$12.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump", "asin": "B00ZPWR0N8", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant", "asin": "B0C45CK57M", "price": "$18.79", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle", "asin": "B0BF3831F6", "price": "$15.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)", "asin": "B0DKJ3BX2F", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-22T03:46:35.308Z", // 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"}
  <|memory_end|>
  
  <|action_start|>
  <|action_end|>
  
  <|observation_start|>
  Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
  "search_term": [{"term": "laroche-posay sunscreen"}],
  "cart_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", "quantity": "1"},
  {"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"},
  {"title": "Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black", "asin": "B07Q16JDH5", "price": "$37.39", "quantity": "1"},
  {"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
  {"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$29.99", "quantity": "1"},
  {"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
  {"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$4.49", "quantity": "1"}],
  "promotion_items": [{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\n6.76 Fl Oz (Pack of 1)", "asin": "B0DLFRDD2Z", "price": "$30.99", "quantity": ""},
  {"title": "La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\n1.69 Fl Oz (Pack of 1)", "asin": "B09NR1DMVT", "price": "$36.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\n1.7 Fl Oz (Pack of 1)", "asin": "B0CM4JVK6H", "price": "$39.99", "quantity": ""},
  {"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\n3 Fl Oz (Pack of 1)", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": ""},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\n1.7 Fl Oz (Pack of 1)", "asin": "B0DFJJSYD2", "price": "$39.99", "quantity": ""},
  {"title": "", "asin": "B0CZP757GC", "price": "", "quantity": ""},
  {"title": "", "asin": "B0DFJV3PPB", "price": "", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n2 Fl Oz (Pack of 1)", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
  {"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "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\n3 Fl Oz (Pack of 1)", "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\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
  {"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "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\n1.7 Fl Oz (Pack of 1)", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""}],
  "ads": [{"title": "Go to detail page for \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.", "asin": "B00NGGFLTU"},
  {"title": "Go to detail page for \"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.", "asin": "B00EYVRX0Q"}],
  "search_results": [{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01NCWV3KM", "price": "$21.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B002CML1VG", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin", "asin": "B09NR1DMVT", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B0CV85FYPJ", "price": "$50.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.", "asin": "B007EUSL5U", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection", "asin": "B00TBJWR0M", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free", "asin": "B0CM4JVK6H", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free", "asin": "B07HF7VMXZ", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML", "asin": "B0CPJGZ2RL", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin", "asin": "B0CZM9MCMK", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30", "asin": "B00I8NUF2O", "price": "$37.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
  {"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy", "asin": "B0DLFRDD2Z", "price": "$30.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60", "asin": "B00TBJWP9K", "price": "$37.99", "delivery": "FREE delivery Thu, Apr 24"},
  {"title": "Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.", "asin": "B08Q5JP59X", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin", "asin": "B0DFJV3PPB", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin", "asin": "B0DFJJSYD2", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz", "asin": "B08K9HFC31", "price": "$13.81", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free", "asin": "B075VX4QVM", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic", "asin": "B09N13T8TL", "price": "$23.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks", "asin": "B0CM4B43DZ", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz", "asin": "B0CPL24B5X", "price": "$19.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin", "asin": "B0BVSVWCS8", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents", "asin": "B0CGT9W5WX", "price": "$25.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra", "asin": "B004JKNYL4", "price": "$31.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "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", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer", "asin": "B0DMHCR4YR", "price": "$116.97", "delivery": "Delivery Wed, Apr 23"},
  {"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray", "asin": "B000V3O732", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\ud835\udc36\ud835\udc52\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)", "asin": "B0D44ZKMKD", "price": "$12.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump", "asin": "B00ZPWR0N8", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant", "asin": "B0C45CK57M", "price": "$18.79", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle", "asin": "B0BF3831F6", "price": "$15.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)", "asin": "B0DKJ3BX2F", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}]
  <|observation_end|>
  
  # Output Format
  Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
  "<answer>
  {
  "timestamp": "2025-04-22T03:46:35.308Z", // 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>
  