<|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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "bioderma cleansing oil"}],
"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": "$9.88", "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": "$12.18", "quantity": "1"},
{"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": "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"}],
"promotion_items": [{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\n4.98 Fl Oz (Pack of 1)", "asin": "B0C37XZYZ1", "price": "$22.99", "quantity": ""},
{"title": "The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\n5 Fl Oz (Pack of 1)", "asin": "B00809ERAM", "price": "$14.99", "quantity": ""},
{"title": "ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\n13.4 Fl Oz (Pack of 1)", "asin": "B0CF4Z42DX", "price": "$36.05", "quantity": ""},
{"title": "DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\n6.7 Fl Oz (Pack of 1)", "asin": "B001UE60E0", "price": "$25.50", "quantity": ""},
{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\n13.5 Fl Oz (Pack of 2)", "asin": "B07HHCB2XG", "price": "$16.52", "quantity": ""},
{"title": "Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\n4.4 Ounce (Pack of 1)", "asin": "B07HYQXNKF", "price": "$36.00", "quantity": ""},
{"title": "The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\n5.07 Fl Oz (Pack of 1)", "asin": "B07X4G39YM", "price": "$13.00", "quantity": ""},
{"title": "Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\n8.4 Fl Oz (Pack of 1)", "asin": "B07TLGPBL1", "price": "$45.00", "quantity": ""}],
"ads": [{"title": "Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM"},
{"title": "Bioderma - S\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin", "asin": "B002LA1D9Y"},
{"title": "Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)", "asin": "B01ES79K4M"}],
"search_results": [{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count", "asin": "B07HHCB2XG", "price": "$16.52", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free", "asin": "B0C673PKK3", "price": "$17.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin", "asin": "B0089WNKVC", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented", "asin": "B07N1W36GB", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin", "asin": "B002D48QUC", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free", "asin": "B00949CTQQ", "price": "$35.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.59", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count", "asin": "B01M4NFD2N", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin", "asin": "B015Q8SPOS", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Face Cleanser - S\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin", "asin": "B0060OMXUA", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family", "asin": "B0161ZC5GY", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Vinoclean Gentle Cleansing Almond Milk", "asin": "B08S7V9WNM", "price": "$30.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lait-Cr\u00e8me Concentr\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera", "asin": "B004KELK4C", "price": "$17.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin", "asin": "B01ES79K4M", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children", "asin": "B00569UIY8", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes", "asin": "B01CDPCWYG", "price": "$13.51", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)", "asin": "B07GYM1DPM", "price": "$16.80", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml", "asin": "B00FJ2LU2Q", "price": "$11.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face", "asin": "B08JYTDZLP", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz", "asin": "B0B1PP1XCM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz", "asin": "B0C7J7CWBN", "price": "$16.02", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "S\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin", "asin": "B00B27040G", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size", "asin": "B0CFG3N2JR", "price": "$24.98", "delivery": "Delivery Wed, Apr 23"},
{"title": "Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga", "asin": "B00OV5RVNO", "price": "$40.00", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon."},
{"title": "Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare", "asin": "B001G60EK8", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz", "asin": "B09FYT6VR3", "price": "$15.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Skin Therapy Oil Face bundle (Oil & Cleanser)", "asin": "B0C442QNG6", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz", "asin": "B0D1Q43KQZ", "price": "$19.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse", "asin": "B00CFHYYIA", "price": "$18.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free", "asin": "B0CQM43XN9", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing", "asin": "B07T5BN3P2", "price": "$17.39", "delivery": "FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon."},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz", "asin": "B0C7C8YL9D", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.", "asin": "B089Z8DV9N", "price": "$26.50", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "ABCDerm H2O - Baby Skin Care -", "asin": "B002D0S2VY", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Av\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz", "asin": "B00EYOHGPU", "price": "$34.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import", "asin": "B0CGCCR1NH", "price": "$9.74", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "KOSE Softy mo Deep Cleansing Oil, 230ml", "asin": "B0DDFTJG5P", "price": "$9.99", "delivery": "FREE delivery May 4 - 8 for Prime members"},
{"title": "MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women", "asin": "B01N5K834V", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"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": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)", "asin": "B0CW7G49NV", "price": "$23.20", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz", "asin": "B08W1ZHTL3", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)", "asin": "B0DPJR1N27", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)", "asin": "B07P1D8TV9", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare", "asin": "B0DRBTCZ9B", "price": "$21.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Squalane + Antioxidant Cleansing Oil", "asin": "B07657XJ3Z", "price": "$32.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)", "asin": "B0CX8X7LVM", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan", "asin": "B08L9QF1GK", "price": "$35.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]", "asin": "B09NXN33S8", "price": "$19.74", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree", "asin": "B073WJ44RY", "price": "$14.62", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Delicia Drench Shower Oil Moisturizing Cleansing Oil", "asin": "B0DS6NQW3Q", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-22T04:20:05.269Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

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

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

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

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

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

<|memory_start|>
{"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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "bioderma cleansing oil"}],
"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": "$9.88", "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": "$12.18", "quantity": "1"},
{"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": "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"}],
"promotion_items": [{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\n4.98 Fl Oz (Pack of 1)", "asin": "B0C37XZYZ1", "price": "$22.99", "quantity": ""},
{"title": "The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\n5 Fl Oz (Pack of 1)", "asin": "B00809ERAM", "price": "$14.99", "quantity": ""},
{"title": "ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\n13.4 Fl Oz (Pack of 1)", "asin": "B0CF4Z42DX", "price": "$36.05", "quantity": ""},
{"title": "DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\n6.7 Fl Oz (Pack of 1)", "asin": "B001UE60E0", "price": "$25.50", "quantity": ""},
{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\n13.5 Fl Oz (Pack of 2)", "asin": "B07HHCB2XG", "price": "$16.52", "quantity": ""},
{"title": "Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\n4.4 Ounce (Pack of 1)", "asin": "B07HYQXNKF", "price": "$36.00", "quantity": ""},
{"title": "The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\n5.07 Fl Oz (Pack of 1)", "asin": "B07X4G39YM", "price": "$13.00", "quantity": ""},
{"title": "Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\n8.4 Fl Oz (Pack of 1)", "asin": "B07TLGPBL1", "price": "$45.00", "quantity": ""}],
"ads": [{"title": "Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM"},
{"title": "Bioderma - S\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin", "asin": "B002LA1D9Y"},
{"title": "Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)", "asin": "B01ES79K4M"}],
"search_results": [{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count", "asin": "B07HHCB2XG", "price": "$16.52", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free", "asin": "B0C673PKK3", "price": "$17.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin", "asin": "B0089WNKVC", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented", "asin": "B07N1W36GB", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin", "asin": "B002D48QUC", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free", "asin": "B00949CTQQ", "price": "$35.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.59", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count", "asin": "B01M4NFD2N", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin", "asin": "B015Q8SPOS", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Face Cleanser - S\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin", "asin": "B0060OMXUA", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family", "asin": "B0161ZC5GY", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Vinoclean Gentle Cleansing Almond Milk", "asin": "B08S7V9WNM", "price": "$30.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lait-Cr\u00e8me Concentr\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera", "asin": "B004KELK4C", "price": "$17.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin", "asin": "B01ES79K4M", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children", "asin": "B00569UIY8", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes", "asin": "B01CDPCWYG", "price": "$13.51", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)", "asin": "B07GYM1DPM", "price": "$16.80", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml", "asin": "B00FJ2LU2Q", "price": "$11.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face", "asin": "B08JYTDZLP", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz", "asin": "B0B1PP1XCM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz", "asin": "B0C7J7CWBN", "price": "$16.02", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "S\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin", "asin": "B00B27040G", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size", "asin": "B0CFG3N2JR", "price": "$24.98", "delivery": "Delivery Wed, Apr 23"},
{"title": "Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga", "asin": "B00OV5RVNO", "price": "$40.00", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon."},
{"title": "Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare", "asin": "B001G60EK8", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz", "asin": "B09FYT6VR3", "price": "$15.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Skin Therapy Oil Face bundle (Oil & Cleanser)", "asin": "B0C442QNG6", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz", "asin": "B0D1Q43KQZ", "price": "$19.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse", "asin": "B00CFHYYIA", "price": "$18.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free", "asin": "B0CQM43XN9", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing", "asin": "B07T5BN3P2", "price": "$17.39", "delivery": "FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon."},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz", "asin": "B0C7C8YL9D", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.", "asin": "B089Z8DV9N", "price": "$26.50", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "ABCDerm H2O - Baby Skin Care -", "asin": "B002D0S2VY", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Av\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz", "asin": "B00EYOHGPU", "price": "$34.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import", "asin": "B0CGCCR1NH", "price": "$9.74", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "KOSE Softy mo Deep Cleansing Oil, 230ml", "asin": "B0DDFTJG5P", "price": "$9.99", "delivery": "FREE delivery May 4 - 8 for Prime members"},
{"title": "MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women", "asin": "B01N5K834V", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"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": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)", "asin": "B0CW7G49NV", "price": "$23.20", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz", "asin": "B08W1ZHTL3", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)", "asin": "B0DPJR1N27", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)", "asin": "B07P1D8TV9", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare", "asin": "B0DRBTCZ9B", "price": "$21.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Squalane + Antioxidant Cleansing Oil", "asin": "B07657XJ3Z", "price": "$32.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)", "asin": "B0CX8X7LVM", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan", "asin": "B08L9QF1GK", "price": "$35.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]", "asin": "B09NXN33S8", "price": "$19.74", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree", "asin": "B073WJ44RY", "price": "$14.62", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Delicia Drench Shower Oil Moisturizing Cleansing Oil", "asin": "B0DS6NQW3Q", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-22T04:20:05.269Z", // 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>

<answer>{"timestamp": "2025-04-22T04:20:05.269Z","action": "click","acion_argument": "nav_bar",}</answer>
rule
<answer>{"timestamp": "2025-04-22T04:20:05.269Z","action": "click","acion_argument": "nav_bar",}</answer>
<|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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "bioderma cleansing oil"}],
"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": "$9.88", "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": "$12.18", "quantity": "1"},
{"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": "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"}],
"promotion_items": [{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\n4.98 Fl Oz (Pack of 1)", "asin": "B0C37XZYZ1", "price": "$22.99", "quantity": ""},
{"title": "The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\n5 Fl Oz (Pack of 1)", "asin": "B00809ERAM", "price": "$14.99", "quantity": ""},
{"title": "ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\n13.4 Fl Oz (Pack of 1)", "asin": "B0CF4Z42DX", "price": "$36.05", "quantity": ""},
{"title": "DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\n6.7 Fl Oz (Pack of 1)", "asin": "B001UE60E0", "price": "$25.50", "quantity": ""},
{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\n13.5 Fl Oz (Pack of 2)", "asin": "B07HHCB2XG", "price": "$16.52", "quantity": ""},
{"title": "Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\n4.4 Ounce (Pack of 1)", "asin": "B07HYQXNKF", "price": "$36.00", "quantity": ""},
{"title": "The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\n5.07 Fl Oz (Pack of 1)", "asin": "B07X4G39YM", "price": "$13.00", "quantity": ""},
{"title": "Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\n8.4 Fl Oz (Pack of 1)", "asin": "B07TLGPBL1", "price": "$45.00", "quantity": ""}],
"ads": [{"title": "Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM"},
{"title": "Bioderma - S\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin", "asin": "B002LA1D9Y"},
{"title": "Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)", "asin": "B01ES79K4M"}],
"search_results": [{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count", "asin": "B07HHCB2XG", "price": "$16.52", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free", "asin": "B0C673PKK3", "price": "$17.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin", "asin": "B0089WNKVC", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented", "asin": "B07N1W36GB", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin", "asin": "B002D48QUC", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free", "asin": "B00949CTQQ", "price": "$35.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.59", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count", "asin": "B01M4NFD2N", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin", "asin": "B015Q8SPOS", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Face Cleanser - S\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin", "asin": "B0060OMXUA", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family", "asin": "B0161ZC5GY", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Vinoclean Gentle Cleansing Almond Milk", "asin": "B08S7V9WNM", "price": "$30.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lait-Cr\u00e8me Concentr\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera", "asin": "B004KELK4C", "price": "$17.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin", "asin": "B01ES79K4M", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children", "asin": "B00569UIY8", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes", "asin": "B01CDPCWYG", "price": "$13.51", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)", "asin": "B07GYM1DPM", "price": "$16.80", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml", "asin": "B00FJ2LU2Q", "price": "$11.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face", "asin": "B08JYTDZLP", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz", "asin": "B0B1PP1XCM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz", "asin": "B0C7J7CWBN", "price": "$16.02", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "S\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin", "asin": "B00B27040G", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size", "asin": "B0CFG3N2JR", "price": "$24.98", "delivery": "Delivery Wed, Apr 23"},
{"title": "Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga", "asin": "B00OV5RVNO", "price": "$40.00", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon."},
{"title": "Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare", "asin": "B001G60EK8", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz", "asin": "B09FYT6VR3", "price": "$15.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Skin Therapy Oil Face bundle (Oil & Cleanser)", "asin": "B0C442QNG6", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz", "asin": "B0D1Q43KQZ", "price": "$19.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse", "asin": "B00CFHYYIA", "price": "$18.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free", "asin": "B0CQM43XN9", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing", "asin": "B07T5BN3P2", "price": "$17.39", "delivery": "FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon."},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz", "asin": "B0C7C8YL9D", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.", "asin": "B089Z8DV9N", "price": "$26.50", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "ABCDerm H2O - Baby Skin Care -", "asin": "B002D0S2VY", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Av\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz", "asin": "B00EYOHGPU", "price": "$34.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import", "asin": "B0CGCCR1NH", "price": "$9.74", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "KOSE Softy mo Deep Cleansing Oil, 230ml", "asin": "B0DDFTJG5P", "price": "$9.99", "delivery": "FREE delivery May 4 - 8 for Prime members"},
{"title": "MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women", "asin": "B01N5K834V", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"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": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)", "asin": "B0CW7G49NV", "price": "$23.20", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz", "asin": "B08W1ZHTL3", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)", "asin": "B0DPJR1N27", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)", "asin": "B07P1D8TV9", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare", "asin": "B0DRBTCZ9B", "price": "$21.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Squalane + Antioxidant Cleansing Oil", "asin": "B07657XJ3Z", "price": "$32.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)", "asin": "B0CX8X7LVM", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan", "asin": "B08L9QF1GK", "price": "$35.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]", "asin": "B09NXN33S8", "price": "$19.74", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree", "asin": "B073WJ44RY", "price": "$14.62", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Delicia Drench Shower Oil Moisturizing Cleansing Oil", "asin": "B0DS6NQW3Q", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-22T04:20:05.269Z", // 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>

train