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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T17:21:31.650Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:32.920Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:37.169Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:38.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:41.486Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:02.139Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:03.404Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:13.506Z", "action": "input", "action_argument": "shampoo"}
{"timestamp": "2025-04-07T17:22:13.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:33.461Z", "action": "input", "action_argument": "shampoo karatetesh"}
{"timestamp": "2025-04-07T17:25:33.779Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:56.355Z", "action": "click_product", "action_argument": "B01KNWRJYY"}
{"timestamp": "2025-04-07T17:48:07.075Z", "action": "input", "action_argument": "shampoo oily hair"}
{"timestamp": "2025-04-07T17:49:16.955Z", "action": "click_product", "action_argument": "B0B4BG3HPM"}
{"timestamp": "2025-04-07T17:51:28.052Z", "action": "input", "action_argument": "opalex shampoo"}
{"timestamp": "2025-04-07T17:51:28.066Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "olaplex shampoo"}],
"cart_items": [{"title": "Aveeno Fresh Greens Blend Natural Volumizing Shampoo, Cucumber, Rosemary, for Fine Hair, 12 fl oz", "asin": "B07HMK15G9", "price": "$7.71", "quantity": "1"},
{"title": "Aveeno Rose Water & Chamomile Shampoo for Dry Hair, Hydrating, 12 fl oz", "asin": "B07HMP4JL4", "price": "$14.19", "quantity": "1"},
{"title": "Purina Tidy Cats Low Dust, Multi Cat, Clumping Cat Litter Odor Control Formula, LightWeight Glade Clear Springs - 17 lb. Box", "asin": "B07KYLF5S8", "price": "$25.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$18.89", "quantity": "1"},
{"title": "ASUS ROG Strix LC II 240 ARGB White Edition All-in-one AIO Liquid CPU Cooler 240mm Radiator, Intel LGA1700, 115x/2066 and AMD AM4/TR4 Support, 2X 120mm 4-pin PWM Addressable RGB Radiator Fans", "asin": "B0B16YGZKM", "price": "$94.99", "quantity": "1"},
{"title": "GameSir G7 SE Wired Controller for Xbox Series X|S, Xbox One & Windows 10/11, Plug and Play Gaming Gamepad with Hall Effect Joysticks/Hall Trigger, 3.5mm Audio Jack", "asin": "B0C7GW9F88", "price": "$39.99", "quantity": "2"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Cat Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 10 lb. Bag", "asin": "B06XDQFYZM", "price": "$51.99", "quantity": "3"},
{"title": "Kleenex Ultra Soft Facial Tissues, 3 Flat Boxes, 120 Tissues per Box, 3-Ply (360 Total Tissues), Packaging May Vary", "asin": "B09M6JWHV5", "price": "$5.97", "quantity": "1"},
{"title": "Amazon Echo Dot (newest model), Vibrant sounding Alexa speaker, Great for bedrooms, dining rooms and offices, Charcoal", "asin": "B09B8V1LZ3", "price": "$49.99", "quantity": "1"},
{"title": "Temptations Classic Crunchy and Soft Cat Treats Creamy Dairy Flavor, 16 oz. Tub", "asin": "B00OLSARSW", "price": "$8.48", "quantity": "1"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Dog Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 20 lb. Bag", "asin": "B06XDRFT18", "price": "$80.74", "quantity": "1"},
{"title": "ACANA Indoor Entree Dry Cat Food, Free Run Chicken and Turkey Recipe, 4 lb", "asin": "B086TW812H", "price": "$20.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$17.95", "quantity": "1"},
{"title": "Graphics Card GPU Brace Support, Video Card Sag Holder Bracket, GPU Stand (L, 74-120mm)", "asin": "B09FPJL1KY", "price": "$9.99", "quantity": "1"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48", "quantity": "1"},
{"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "quantity": "1"},
{"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "quantity": "1"},
{"title": "Arm & Hammer Slide Platinum Easy Clean-Up Clumping Cat Litter, Multi-Cat Litter, 27.5 Pounds, Online Exclusive Formula", "asin": "B09V65VY5J", "price": "$26.99", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Graphite", "asin": "B0BPY4ZQXG", "price": "$72.30", "quantity": "1"},
{"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": "1"},
{"title": "Remington Shine Therapy 1 inch Hair Straightener Iron, Flat Iron for Hair Infused with Argan Oil & Keratin, Professional Ceramic Flat Iron for Less Frizz, Shinier & Smoother Hair, Hair Styling Tools", "asin": "B09GKY436P", "price": "$19.74", "quantity": "1"},
{"title": "Instinct Ultimate Protein, Natural Dry Cat Food, Grain Free Recipe - Cage Free Chicken, 4 lb. Bag", "asin": "B06XP17HNT", "price": "$36.99", "quantity": "1"},
{"title": "Logitech G PRO X SUPERLIGHT 2 wireless gaming mouse, 60 g pro-grade mouse with 5 programmable buttons, 44k DPI sensor, 8 kHz report rate, USB-C charging for PC/Mac - White", "asin": "B09NBWQDKX", "price": "$133.95", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Pale Grey", "asin": "B0BPY1JM2Q", "price": "$78.25", "quantity": "1"},
{"title": "OxiClean White Revive Laundry Whitener and Stain Remover Power Paks, 24 Count", "asin": "B00HTNTKY8", "price": "$8.98"},
{"title": "Small Avocados, 6 Ct", "asin": "B07FXSZ49R", "price": "$3.49"},
{"title": "ARM & HAMMER Clump & Seal SLIDE Platinum Multi-Cat Clumping Litter, Easy Clean, Superior Odor Control, 37 Lbs", "asin": "B07GL8SLKY", "price": "$34.99"},
{"title": "Purina Fancy Feast Lickable Wet Cat Food Broth Complement Classics Collection Variety Pack - (Pack of 12) 1.4 oz. Pouches", "asin": "B00TNL1LMS", "price": "$13.27"},
{"title": "Wonderful Halos Mandarins, 3 Pound (Pack of 1)", "asin": "B00HT7U55W", "price": "$3.99"},
{"title": "IAMS PROACTIVE HEALTH Adult Indoor Weight Control & Hairball Care Dry Cat Food with Chicken & Turkey Cat Kibble, 22 lb. Bag", "asin": "B01BMBPOJ2", "price": "$39.98"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48"},
{"title": "Purina Cat Chow Naturals With Added Vitamins, Minerals and Nutrients Dry Cat Food, Naturals Original - 13 lb. Bag", "asin": "B005FVLAKI", "price": "$18.99"},
{"title": "Hartz Delectables Stew Lickable Wet Cat Treats for Adult & Senior Cats, Variety Pack, 1.4 Ounce (Pack of 12)", "asin": "B073WLPYMP", "price": "$12.94"},
{"title": "Blue Buffalo Wilderness Nature's Evolutionary Diet High-Protein, Grain-Free Natural Dry Food for Adult Cats, Chicken, 6-lb. Bag", "asin": "B00X04EBJY", "price": "$28.98"}],
"promotion_items": [{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "Olaplex No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz\n3.3 Fl Oz (Pack of 1)", "asin": "B00SNM5US4", "price": "$30.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "Kerastase Genesis Bain Nutri-Fortifiant Shampoo - Reduces Breakage, Strengthens & Hydrates Dry Weakened Hair\nFloral8.5 Fl Oz (Pack of 1)", "asin": "B083JK13DH", "price": "$44.00", "quantity": ""},
{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "OUAI Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)\n10 Ounce (Pack of 1)", "asin": "B084BYBS3X", "price": "$32.00", "quantity": ""},
{"title": "Nutrafol Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection\n8.1 Fl Oz (Pack of 1)", "asin": "B0B4T73DPG", "price": "$44.00", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 73511 reviews. Eligible for Prime.", "asin": "B07D37PQGL"},
{"title": "Go to detail page for \"Olaplex No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 75690 reviews. Eligible for Prime.", "asin": "B07D37SBHF"},
{"title": "Go to detail page for \"Olaplex No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi.\" Rated 4.7 out of 5 stars by 53311 reviews. Eligible for Prime.", "asin": "B07VR1NDSQ"}],
"search_results": [{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Argan Oil Repair Shampoo & Conditioner Set, Moisturizes & Smoothes, Paraben-Free, Color-Safe, pH-Balanced, Citrus Scent, 20.2 Fl Oz, 2-Pack", "asin": "B07NQ69L7P", "price": "$25.05", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Wash and Shine Hair Kit: No. 4, 5, 7, Shampoo & Conditioner Set to Cleanse, Hydrate, & Control Frizz Up to 72 Hours, Bonding Oil for Shine & Protect, For All Hair Types", "asin": "B0D4SBLLRJ", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4C Bond Maintenance Clarifying Shampoo, Deep Cleans, Softens, Restores Shine, & Clarity, For All Hair Types Experiencing Product Buildup or Excess Oil, 8.5 fl oz", "asin": "B0B4BG3HPM", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancer Purple Toning Shampoo, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B09FYK7FKR", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz", "asin": "B07D37SBHF", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)", "asin": "B084BYBS3X", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Hydra Source Shampoo - Softens & Adds Shine, For Dry Hair, Infused with Micro-Filtered Aloe Vera & Fermented Hyaluronic Acid, Vegan & Paraben-Free, Packaging May Vary", "asin": "B00J9WZZWI", "price": "$24.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Anti Dandruff Shampoo - Soothing Salicylic Acid Shampoo for Flaky, Dry and Itchy Scalp - Reduces Itching, Redness and Irritation - Sulfate Free Scalp Care (10 Fl Oz)", "asin": "B0BS1QHN1J", "price": "$38.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Maintenance Shampoo & Conditioner (No. 4 5) 33.8 Ounce", "asin": "B0F2N7HR8V", "price": "$189.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancing Toning Shampoo, 8.5 Fl Oz + No. 5P Blonde Enhancer\u2122 Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair", "asin": "B0D7X24WQT", "price": "$64.00", "delivery": ""},
{"title": "In Good Repair Hair Kit: No. 3, 4, 5, 7, Shampoo & Conditioner Set, Hydrate, & Control Frizz (72H), Bonding Oil to Shine & Protect, Perfector to Strengthen & Reverse Damage", "asin": "B0D9HVB66J", "price": "$50.00", "delivery": "FREE delivery Apr 19 - 24 for Prime members"},
{"title": "Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection", "asin": "B0B4T73DPG", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Hydra Source Shampoo - Deeply Moisturizes & Conditions Very Dry Hair, For Thick and Coarse Hair, Infused with Cupua\u00e7u Butter & Salicylic Acid, Vegan & Paraben-Free", "asin": "B00JWSNN00", "price": "$24.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 6.3 oz", "asin": "B0BTWR89FV", "price": "$30.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Strong Start Haircare Kit: Repair & Style, No. 3, 4, 5, 6, 7, Strengthens & Adds Moisture, Frizz Control, Adds Maximum Shine, For All Hair Types", "asin": "B0C442QKW9", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Moisture Repair Shampoo", "asin": "B002N5MKLW", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 0 Intensive Bond Building Hair Treatment, Repairs, Protects, & Strengthens All Hair Types, 5.2 fl oz", "asin": "B08HTNRZMH", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Mantenance Shampoo & Conditioner (No. 4 5) 8.5 Ounce", "asin": "B0F2NC2H46", "price": "$59.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 9 Bond Protector Nourishing Hair Serum, Heat Protectant, Softens & Weightlessly Nourishes, Reduces Tangle & Static, For All Hair Types, 3.0 fl oz", "asin": "B09XBZMG71", "price": "$30.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 1.69 oz", "asin": "B0CSZYG5Z9", "price": "$16.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Leave-In Conditioner, Moisturizes & Mends Split Ends, Heat Protectant, Reduces Breakage, Continuously Repairs & Protects Damaged Hair", "asin": "B0DQ81ZCJG", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 6 Bond Smoother, Leave-In Styling Hair Cream Treatment, Smooths, Conditions, & Strengthens, Frizz Control for Up to 72 Hours, For All Hair Types, 3.3 fl oz", "asin": "B07PW4MTHV", "price": "$30.00", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
{"title": "N\u00ba.5 BOND MAINTENANCE\u00ae CONDITIONER 525 ML", "asin": "B0DYLBTGL2", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Blonde Maintenance System", "asin": "B09VV2FS3R", "price": "$90.00", "delivery": ""},
{"title": "Bond Maintenance System Kit", "asin": "B09DKRQNCC", "price": "$94.00", "delivery": ""},
{"title": "Volumizing Blow Dry Mist, Hair Heat Protection, Repairs & Protects Hair for Healthier-Looking Blowouts, Speeds Up Blow Dry Time, Creates Touchably Soft, Shiny Hair, For All Hair Types, 5 fl oz", "asin": "B0C6VQBFTC", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi", "asin": "B07VR1NDSQ", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrate Moisturizing Shampoo | For Medium to Thick Dry, Color Treated Hair | Sulfate-Free | Vegan", "asin": "B0891843GC", "price": "$37.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultimate Bond Treatment System", "asin": "B096LNNH6B", "price": "$90.00", "delivery": ""},
{"title": "No. 5P Blonde Enhancer Purple Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B0CGFYR4JQ", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 8 Bond Intense Moisture Hair Mask, Adds Smoothness & Nourishes for Visibily Healthy Hair, For All Hair Types & Treats Damaged Hair, 3.3 fl oz", "asin": "B092DNPHC9", "price": "$30.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "Repair & Protect Bond Protein Shampoo, Lightweight Hair Wash Cleanses & Targets Damaged Areas for Effective Bond Repair, Sulfate-Free Surfactants, 13 fl. oz", "asin": "B0DGYXFH5V", "price": "$5.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "All Soft Shampoo For Dry Hair - Provides Intense Softness and Shine, With Argan Oil", "asin": "B08SSM21R4", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Hydrating Shampoo", "asin": "B0098QPV3I", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Complete Hair Repair System Kit: No. 0, 3, 4, 5, 6, 7, Intensive Bond Building, Strengthens, Repairs, Hydrates & Controls Frizz Up to 72 Hours, For All Hair Types", "asin": "B09DKMX8VD", "price": "$214.00", "delivery": ""},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 8.5 fl oz", "asin": "B0872RL24B", "price": "$60.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Fine Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Fine Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)", "asin": "B084ZWKJ8S", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultralight Weightless Shampoo & Conditioner for Dry, Frizzy Hair - Smooth Treatment to Block Out Frizz, 13.5 oz (Pack of 2)", "asin": "B09MZLZW17", "price": "$37.09", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "EverPure Sulfate-Free Vegan Hair Care Kit - Shampoo and Conditioner to Strengthen and Repair Hair Bonds (Packaging May Vary)", "asin": "B091G47FDH", "price": "$17.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrating Shampoo & Conditioner Bundle", "asin": "B08KTYZLL4", "price": "$56.00", "delivery": ""},
{"title": "Hydrate Moisturizing Shampoo and Conditioner Set | For Dry Color Treated Hair | Sulfate-Free | Vegan | Paraben-Free", "asin": "B08GLJ4RMC", "price": "$74.00", "delivery": ""},
{"title": "Blondage Color Depositing Purple Shampoo For Blonde, Bleached or Highlighted Hair - Neutralizes Brassy Tones With Salicylic Acid", "asin": "B08SSGQJS7", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "So Silver Purple Shampoo | Neutralizes Yellow Tones | Color Depositing, Brightening & Toning | For Color Treated, Blonde, Grey, White and Platinum Hair | Vegan", "asin": "B00FZSB0Y2", "price": "$21.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Damage Shield Protective Shampoo, Reduces Frizziness & Tangles, Maintains Hair Health, 8.5 Fl Oz", "asin": "B0CQ5956VN", "price": "$36.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "All Soft Shampoo and Conditioner Set For Dry or Brittle Hair - Provides Intense Softness and Shine With Argan Oil", "asin": "B094F6TRCF", "price": "$54.00", "delivery": ""},
{"title": "N\u00ba.10 BOND SHAPER\u2122 CURL DEFINING GEL", "asin": "B0DPDM1BJN", "price": "$25.05", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Invigo Nutri-Enrich Shampoo Deep Nourishing For Dry & Damaged Hair oz", "asin": "B08BZXBKFY", "price": "$38.40", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Clarify Sulfate Free Shampoo with Antioxidants, Clarifying Shampoo for Hard Water Exposure and Styling Build-up, EverPure, 6.8 Fl Oz", "asin": "B0CLBG8FZZ", "price": "$8.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or 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": "2025-04-07T17:51:52.323Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T17:21:31.650Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:32.920Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:37.169Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:38.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:41.486Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:02.139Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:03.404Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:13.506Z", "action": "input", "action_argument": "shampoo"}
{"timestamp": "2025-04-07T17:22:13.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:33.461Z", "action": "input", "action_argument": "shampoo karatetesh"}
{"timestamp": "2025-04-07T17:25:33.779Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:56.355Z", "action": "click_product", "action_argument": "B01KNWRJYY"}
{"timestamp": "2025-04-07T17:48:07.075Z", "action": "input", "action_argument": "shampoo oily hair"}
{"timestamp": "2025-04-07T17:49:16.955Z", "action": "click_product", "action_argument": "B0B4BG3HPM"}
{"timestamp": "2025-04-07T17:51:28.052Z", "action": "input", "action_argument": "opalex shampoo"}
{"timestamp": "2025-04-07T17:51:28.066Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "olaplex shampoo"}],
"cart_items": [{"title": "Aveeno Fresh Greens Blend Natural Volumizing Shampoo, Cucumber, Rosemary, for Fine Hair, 12 fl oz", "asin": "B07HMK15G9", "price": "$7.71", "quantity": "1"},
{"title": "Aveeno Rose Water & Chamomile Shampoo for Dry Hair, Hydrating, 12 fl oz", "asin": "B07HMP4JL4", "price": "$14.19", "quantity": "1"},
{"title": "Purina Tidy Cats Low Dust, Multi Cat, Clumping Cat Litter Odor Control Formula, LightWeight Glade Clear Springs - 17 lb. Box", "asin": "B07KYLF5S8", "price": "$25.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$18.89", "quantity": "1"},
{"title": "ASUS ROG Strix LC II 240 ARGB White Edition All-in-one AIO Liquid CPU Cooler 240mm Radiator, Intel LGA1700, 115x/2066 and AMD AM4/TR4 Support, 2X 120mm 4-pin PWM Addressable RGB Radiator Fans", "asin": "B0B16YGZKM", "price": "$94.99", "quantity": "1"},
{"title": "GameSir G7 SE Wired Controller for Xbox Series X|S, Xbox One & Windows 10/11, Plug and Play Gaming Gamepad with Hall Effect Joysticks/Hall Trigger, 3.5mm Audio Jack", "asin": "B0C7GW9F88", "price": "$39.99", "quantity": "2"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Cat Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 10 lb. Bag", "asin": "B06XDQFYZM", "price": "$51.99", "quantity": "3"},
{"title": "Kleenex Ultra Soft Facial Tissues, 3 Flat Boxes, 120 Tissues per Box, 3-Ply (360 Total Tissues), Packaging May Vary", "asin": "B09M6JWHV5", "price": "$5.97", "quantity": "1"},
{"title": "Amazon Echo Dot (newest model), Vibrant sounding Alexa speaker, Great for bedrooms, dining rooms and offices, Charcoal", "asin": "B09B8V1LZ3", "price": "$49.99", "quantity": "1"},
{"title": "Temptations Classic Crunchy and Soft Cat Treats Creamy Dairy Flavor, 16 oz. Tub", "asin": "B00OLSARSW", "price": "$8.48", "quantity": "1"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Dog Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 20 lb. Bag", "asin": "B06XDRFT18", "price": "$80.74", "quantity": "1"},
{"title": "ACANA Indoor Entree Dry Cat Food, Free Run Chicken and Turkey Recipe, 4 lb", "asin": "B086TW812H", "price": "$20.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$17.95", "quantity": "1"},
{"title": "Graphics Card GPU Brace Support, Video Card Sag Holder Bracket, GPU Stand (L, 74-120mm)", "asin": "B09FPJL1KY", "price": "$9.99", "quantity": "1"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48", "quantity": "1"},
{"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "quantity": "1"},
{"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "quantity": "1"},
{"title": "Arm & Hammer Slide Platinum Easy Clean-Up Clumping Cat Litter, Multi-Cat Litter, 27.5 Pounds, Online Exclusive Formula", "asin": "B09V65VY5J", "price": "$26.99", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Graphite", "asin": "B0BPY4ZQXG", "price": "$72.30", "quantity": "1"},
{"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": "1"},
{"title": "Remington Shine Therapy 1 inch Hair Straightener Iron, Flat Iron for Hair Infused with Argan Oil & Keratin, Professional Ceramic Flat Iron for Less Frizz, Shinier & Smoother Hair, Hair Styling Tools", "asin": "B09GKY436P", "price": "$19.74", "quantity": "1"},
{"title": "Instinct Ultimate Protein, Natural Dry Cat Food, Grain Free Recipe - Cage Free Chicken, 4 lb. Bag", "asin": "B06XP17HNT", "price": "$36.99", "quantity": "1"},
{"title": "Logitech G PRO X SUPERLIGHT 2 wireless gaming mouse, 60 g pro-grade mouse with 5 programmable buttons, 44k DPI sensor, 8 kHz report rate, USB-C charging for PC/Mac - White", "asin": "B09NBWQDKX", "price": "$133.95", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Pale Grey", "asin": "B0BPY1JM2Q", "price": "$78.25", "quantity": "1"},
{"title": "OxiClean White Revive Laundry Whitener and Stain Remover Power Paks, 24 Count", "asin": "B00HTNTKY8", "price": "$8.98"},
{"title": "Small Avocados, 6 Ct", "asin": "B07FXSZ49R", "price": "$3.49"},
{"title": "ARM & HAMMER Clump & Seal SLIDE Platinum Multi-Cat Clumping Litter, Easy Clean, Superior Odor Control, 37 Lbs", "asin": "B07GL8SLKY", "price": "$34.99"},
{"title": "Purina Fancy Feast Lickable Wet Cat Food Broth Complement Classics Collection Variety Pack - (Pack of 12) 1.4 oz. Pouches", "asin": "B00TNL1LMS", "price": "$13.27"},
{"title": "Wonderful Halos Mandarins, 3 Pound (Pack of 1)", "asin": "B00HT7U55W", "price": "$3.99"},
{"title": "IAMS PROACTIVE HEALTH Adult Indoor Weight Control & Hairball Care Dry Cat Food with Chicken & Turkey Cat Kibble, 22 lb. Bag", "asin": "B01BMBPOJ2", "price": "$39.98"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48"},
{"title": "Purina Cat Chow Naturals With Added Vitamins, Minerals and Nutrients Dry Cat Food, Naturals Original - 13 lb. Bag", "asin": "B005FVLAKI", "price": "$18.99"},
{"title": "Hartz Delectables Stew Lickable Wet Cat Treats for Adult & Senior Cats, Variety Pack, 1.4 Ounce (Pack of 12)", "asin": "B073WLPYMP", "price": "$12.94"},
{"title": "Blue Buffalo Wilderness Nature's Evolutionary Diet High-Protein, Grain-Free Natural Dry Food for Adult Cats, Chicken, 6-lb. Bag", "asin": "B00X04EBJY", "price": "$28.98"}],
"promotion_items": [{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "Olaplex No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz\n3.3 Fl Oz (Pack of 1)", "asin": "B00SNM5US4", "price": "$30.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "Kerastase Genesis Bain Nutri-Fortifiant Shampoo - Reduces Breakage, Strengthens & Hydrates Dry Weakened Hair\nFloral8.5 Fl Oz (Pack of 1)", "asin": "B083JK13DH", "price": "$44.00", "quantity": ""},
{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "OUAI Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)\n10 Ounce (Pack of 1)", "asin": "B084BYBS3X", "price": "$32.00", "quantity": ""},
{"title": "Nutrafol Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection\n8.1 Fl Oz (Pack of 1)", "asin": "B0B4T73DPG", "price": "$44.00", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 73511 reviews. Eligible for Prime.", "asin": "B07D37PQGL"},
{"title": "Go to detail page for \"Olaplex No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 75690 reviews. Eligible for Prime.", "asin": "B07D37SBHF"},
{"title": "Go to detail page for \"Olaplex No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi.\" Rated 4.7 out of 5 stars by 53311 reviews. Eligible for Prime.", "asin": "B07VR1NDSQ"}],
"search_results": [{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Argan Oil Repair Shampoo & Conditioner Set, Moisturizes & Smoothes, Paraben-Free, Color-Safe, pH-Balanced, Citrus Scent, 20.2 Fl Oz, 2-Pack", "asin": "B07NQ69L7P", "price": "$25.05", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Wash and Shine Hair Kit: No. 4, 5, 7, Shampoo & Conditioner Set to Cleanse, Hydrate, & Control Frizz Up to 72 Hours, Bonding Oil for Shine & Protect, For All Hair Types", "asin": "B0D4SBLLRJ", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4C Bond Maintenance Clarifying Shampoo, Deep Cleans, Softens, Restores Shine, & Clarity, For All Hair Types Experiencing Product Buildup or Excess Oil, 8.5 fl oz", "asin": "B0B4BG3HPM", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancer Purple Toning Shampoo, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B09FYK7FKR", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz", "asin": "B07D37SBHF", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)", "asin": "B084BYBS3X", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Hydra Source Shampoo - Softens & Adds Shine, For Dry Hair, Infused with Micro-Filtered Aloe Vera & Fermented Hyaluronic Acid, Vegan & Paraben-Free, Packaging May Vary", "asin": "B00J9WZZWI", "price": "$24.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Anti Dandruff Shampoo - Soothing Salicylic Acid Shampoo for Flaky, Dry and Itchy Scalp - Reduces Itching, Redness and Irritation - Sulfate Free Scalp Care (10 Fl Oz)", "asin": "B0BS1QHN1J", "price": "$38.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Maintenance Shampoo & Conditioner (No. 4 5) 33.8 Ounce", "asin": "B0F2N7HR8V", "price": "$189.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancing Toning Shampoo, 8.5 Fl Oz + No. 5P Blonde Enhancer\u2122 Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair", "asin": "B0D7X24WQT", "price": "$64.00", "delivery": ""},
{"title": "In Good Repair Hair Kit: No. 3, 4, 5, 7, Shampoo & Conditioner Set, Hydrate, & Control Frizz (72H), Bonding Oil to Shine & Protect, Perfector to Strengthen & Reverse Damage", "asin": "B0D9HVB66J", "price": "$50.00", "delivery": "FREE delivery Apr 19 - 24 for Prime members"},
{"title": "Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection", "asin": "B0B4T73DPG", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Hydra Source Shampoo - Deeply Moisturizes & Conditions Very Dry Hair, For Thick and Coarse Hair, Infused with Cupua\u00e7u Butter & Salicylic Acid, Vegan & Paraben-Free", "asin": "B00JWSNN00", "price": "$24.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 6.3 oz", "asin": "B0BTWR89FV", "price": "$30.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Strong Start Haircare Kit: Repair & Style, No. 3, 4, 5, 6, 7, Strengthens & Adds Moisture, Frizz Control, Adds Maximum Shine, For All Hair Types", "asin": "B0C442QKW9", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Moisture Repair Shampoo", "asin": "B002N5MKLW", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 0 Intensive Bond Building Hair Treatment, Repairs, Protects, & Strengthens All Hair Types, 5.2 fl oz", "asin": "B08HTNRZMH", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Mantenance Shampoo & Conditioner (No. 4 5) 8.5 Ounce", "asin": "B0F2NC2H46", "price": "$59.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 9 Bond Protector Nourishing Hair Serum, Heat Protectant, Softens & Weightlessly Nourishes, Reduces Tangle & Static, For All Hair Types, 3.0 fl oz", "asin": "B09XBZMG71", "price": "$30.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 1.69 oz", "asin": "B0CSZYG5Z9", "price": "$16.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Leave-In Conditioner, Moisturizes & Mends Split Ends, Heat Protectant, Reduces Breakage, Continuously Repairs & Protects Damaged Hair", "asin": "B0DQ81ZCJG", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 6 Bond Smoother, Leave-In Styling Hair Cream Treatment, Smooths, Conditions, & Strengthens, Frizz Control for Up to 72 Hours, For All Hair Types, 3.3 fl oz", "asin": "B07PW4MTHV", "price": "$30.00", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
{"title": "N\u00ba.5 BOND MAINTENANCE\u00ae CONDITIONER 525 ML", "asin": "B0DYLBTGL2", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Blonde Maintenance System", "asin": "B09VV2FS3R", "price": "$90.00", "delivery": ""},
{"title": "Bond Maintenance System Kit", "asin": "B09DKRQNCC", "price": "$94.00", "delivery": ""},
{"title": "Volumizing Blow Dry Mist, Hair Heat Protection, Repairs & Protects Hair for Healthier-Looking Blowouts, Speeds Up Blow Dry Time, Creates Touchably Soft, Shiny Hair, For All Hair Types, 5 fl oz", "asin": "B0C6VQBFTC", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi", "asin": "B07VR1NDSQ", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrate Moisturizing Shampoo | For Medium to Thick Dry, Color Treated Hair | Sulfate-Free | Vegan", "asin": "B0891843GC", "price": "$37.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultimate Bond Treatment System", "asin": "B096LNNH6B", "price": "$90.00", "delivery": ""},
{"title": "No. 5P Blonde Enhancer Purple Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B0CGFYR4JQ", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 8 Bond Intense Moisture Hair Mask, Adds Smoothness & Nourishes for Visibily Healthy Hair, For All Hair Types & Treats Damaged Hair, 3.3 fl oz", "asin": "B092DNPHC9", "price": "$30.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "Repair & Protect Bond Protein Shampoo, Lightweight Hair Wash Cleanses & Targets Damaged Areas for Effective Bond Repair, Sulfate-Free Surfactants, 13 fl. oz", "asin": "B0DGYXFH5V", "price": "$5.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "All Soft Shampoo For Dry Hair - Provides Intense Softness and Shine, With Argan Oil", "asin": "B08SSM21R4", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Hydrating Shampoo", "asin": "B0098QPV3I", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Complete Hair Repair System Kit: No. 0, 3, 4, 5, 6, 7, Intensive Bond Building, Strengthens, Repairs, Hydrates & Controls Frizz Up to 72 Hours, For All Hair Types", "asin": "B09DKMX8VD", "price": "$214.00", "delivery": ""},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 8.5 fl oz", "asin": "B0872RL24B", "price": "$60.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Fine Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Fine Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)", "asin": "B084ZWKJ8S", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultralight Weightless Shampoo & Conditioner for Dry, Frizzy Hair - Smooth Treatment to Block Out Frizz, 13.5 oz (Pack of 2)", "asin": "B09MZLZW17", "price": "$37.09", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "EverPure Sulfate-Free Vegan Hair Care Kit - Shampoo and Conditioner to Strengthen and Repair Hair Bonds (Packaging May Vary)", "asin": "B091G47FDH", "price": "$17.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrating Shampoo & Conditioner Bundle", "asin": "B08KTYZLL4", "price": "$56.00", "delivery": ""},
{"title": "Hydrate Moisturizing Shampoo and Conditioner Set | For Dry Color Treated Hair | Sulfate-Free | Vegan | Paraben-Free", "asin": "B08GLJ4RMC", "price": "$74.00", "delivery": ""},
{"title": "Blondage Color Depositing Purple Shampoo For Blonde, Bleached or Highlighted Hair - Neutralizes Brassy Tones With Salicylic Acid", "asin": "B08SSGQJS7", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "So Silver Purple Shampoo | Neutralizes Yellow Tones | Color Depositing, Brightening & Toning | For Color Treated, Blonde, Grey, White and Platinum Hair | Vegan", "asin": "B00FZSB0Y2", "price": "$21.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Damage Shield Protective Shampoo, Reduces Frizziness & Tangles, Maintains Hair Health, 8.5 Fl Oz", "asin": "B0CQ5956VN", "price": "$36.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "All Soft Shampoo and Conditioner Set For Dry or Brittle Hair - Provides Intense Softness and Shine With Argan Oil", "asin": "B094F6TRCF", "price": "$54.00", "delivery": ""},
{"title": "N\u00ba.10 BOND SHAPER\u2122 CURL DEFINING GEL", "asin": "B0DPDM1BJN", "price": "$25.05", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Invigo Nutri-Enrich Shampoo Deep Nourishing For Dry & Damaged Hair oz", "asin": "B08BZXBKFY", "price": "$38.40", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Clarify Sulfate Free Shampoo with Antioxidants, Clarifying Shampoo for Hard Water Exposure and Styling Build-up, EverPure, 6.8 Fl Oz", "asin": "B0CLBG8FZZ", "price": "$8.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or 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": "2025-04-07T17:51:52.323Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T17:21:31.650Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:32.920Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:37.169Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:38.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:21:41.486Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:02.139Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:03.404Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-07T17:22:13.506Z", "action": "input", "action_argument": "shampoo"}
{"timestamp": "2025-04-07T17:22:13.636Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:33.461Z", "action": "input", "action_argument": "shampoo karatetesh"}
{"timestamp": "2025-04-07T17:25:33.779Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-07T17:25:56.355Z", "action": "click_product", "action_argument": "B01KNWRJYY"}
{"timestamp": "2025-04-07T17:48:07.075Z", "action": "input", "action_argument": "shampoo oily hair"}
{"timestamp": "2025-04-07T17:49:16.955Z", "action": "click_product", "action_argument": "B0B4BG3HPM"}
{"timestamp": "2025-04-07T17:51:28.052Z", "action": "input", "action_argument": "opalex shampoo"}
{"timestamp": "2025-04-07T17:51:28.066Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "olaplex shampoo"}],
"cart_items": [{"title": "Aveeno Fresh Greens Blend Natural Volumizing Shampoo, Cucumber, Rosemary, for Fine Hair, 12 fl oz", "asin": "B07HMK15G9", "price": "$7.71", "quantity": "1"},
{"title": "Aveeno Rose Water & Chamomile Shampoo for Dry Hair, Hydrating, 12 fl oz", "asin": "B07HMP4JL4", "price": "$14.19", "quantity": "1"},
{"title": "Purina Tidy Cats Low Dust, Multi Cat, Clumping Cat Litter Odor Control Formula, LightWeight Glade Clear Springs - 17 lb. Box", "asin": "B07KYLF5S8", "price": "$25.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$18.89", "quantity": "1"},
{"title": "ASUS ROG Strix LC II 240 ARGB White Edition All-in-one AIO Liquid CPU Cooler 240mm Radiator, Intel LGA1700, 115x/2066 and AMD AM4/TR4 Support, 2X 120mm 4-pin PWM Addressable RGB Radiator Fans", "asin": "B0B16YGZKM", "price": "$94.99", "quantity": "1"},
{"title": "GameSir G7 SE Wired Controller for Xbox Series X|S, Xbox One & Windows 10/11, Plug and Play Gaming Gamepad with Hall Effect Joysticks/Hall Trigger, 3.5mm Audio Jack", "asin": "B0C7GW9F88", "price": "$39.99", "quantity": "2"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Cat Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 10 lb. Bag", "asin": "B06XDQFYZM", "price": "$51.99", "quantity": "3"},
{"title": "Kleenex Ultra Soft Facial Tissues, 3 Flat Boxes, 120 Tissues per Box, 3-Ply (360 Total Tissues), Packaging May Vary", "asin": "B09M6JWHV5", "price": "$5.97", "quantity": "1"},
{"title": "Amazon Echo Dot (newest model), Vibrant sounding Alexa speaker, Great for bedrooms, dining rooms and offices, Charcoal", "asin": "B09B8V1LZ3", "price": "$49.99", "quantity": "1"},
{"title": "Temptations Classic Crunchy and Soft Cat Treats Creamy Dairy Flavor, 16 oz. Tub", "asin": "B00OLSARSW", "price": "$8.48", "quantity": "1"},
{"title": "Instinct Raw Boost Healthy Weight, Natural Dry Dog Food with Freeze Dried Pieces, Grain Free Recipe - Real Chicken, 20 lb. Bag", "asin": "B06XDRFT18", "price": "$80.74", "quantity": "1"},
{"title": "ACANA Indoor Entree Dry Cat Food, Free Run Chicken and Turkey Recipe, 4 lb", "asin": "B086TW812H", "price": "$20.99", "quantity": "1"},
{"title": "ARM & HAMMER SLIDE Platinum Multi-Cat Easy Clean-Up Clumping Cat Litter, 14 Days of Odor Control 18 lb", "asin": "B089LLHMQL", "price": "$17.95", "quantity": "1"},
{"title": "Graphics Card GPU Brace Support, Video Card Sag Holder Bracket, GPU Stand (L, 74-120mm)", "asin": "B09FPJL1KY", "price": "$9.99", "quantity": "1"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48", "quantity": "1"},
{"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "quantity": "1"},
{"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "quantity": "1"},
{"title": "Arm & Hammer Slide Platinum Easy Clean-Up Clumping Cat Litter, Multi-Cat Litter, 27.5 Pounds, Online Exclusive Formula", "asin": "B09V65VY5J", "price": "$26.99", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Graphite", "asin": "B0BPY4ZQXG", "price": "$72.30", "quantity": "1"},
{"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": "1"},
{"title": "Remington Shine Therapy 1 inch Hair Straightener Iron, Flat Iron for Hair Infused with Argan Oil & Keratin, Professional Ceramic Flat Iron for Less Frizz, Shinier & Smoother Hair, Hair Styling Tools", "asin": "B09GKY436P", "price": "$19.74", "quantity": "1"},
{"title": "Instinct Ultimate Protein, Natural Dry Cat Food, Grain Free Recipe - Cage Free Chicken, 4 lb. Bag", "asin": "B06XP17HNT", "price": "$36.99", "quantity": "1"},
{"title": "Logitech G PRO X SUPERLIGHT 2 wireless gaming mouse, 60 g pro-grade mouse with 5 programmable buttons, 44k DPI sensor, 8 kHz report rate, USB-C charging for PC/Mac - White", "asin": "B09NBWQDKX", "price": "$133.95", "quantity": "1"},
{"title": "Logitech MX Anywhere 3S Compact Wireless Mouse, Fast Scrolling, 8K DPI Any-Surface Tracking, Quiet Clicks, Programmable Buttons, USB C, Bluetooth, Windows PC, Linux, Chrome, Mac - Pale Grey", "asin": "B0BPY1JM2Q", "price": "$78.25", "quantity": "1"},
{"title": "OxiClean White Revive Laundry Whitener and Stain Remover Power Paks, 24 Count", "asin": "B00HTNTKY8", "price": "$8.98"},
{"title": "Small Avocados, 6 Ct", "asin": "B07FXSZ49R", "price": "$3.49"},
{"title": "ARM & HAMMER Clump & Seal SLIDE Platinum Multi-Cat Clumping Litter, Easy Clean, Superior Odor Control, 37 Lbs", "asin": "B07GL8SLKY", "price": "$34.99"},
{"title": "Purina Fancy Feast Lickable Wet Cat Food Broth Complement Classics Collection Variety Pack - (Pack of 12) 1.4 oz. Pouches", "asin": "B00TNL1LMS", "price": "$13.27"},
{"title": "Wonderful Halos Mandarins, 3 Pound (Pack of 1)", "asin": "B00HT7U55W", "price": "$3.99"},
{"title": "IAMS PROACTIVE HEALTH Adult Indoor Weight Control & Hairball Care Dry Cat Food with Chicken & Turkey Cat Kibble, 22 lb. Bag", "asin": "B01BMBPOJ2", "price": "$39.98"},
{"title": "Temptations MixUps Catnip Fever Flavor Crunchy and Soft Cat Treats, 16 oz. Tub", "asin": "B00OLSARS2", "price": "$8.48"},
{"title": "Purina Cat Chow Naturals With Added Vitamins, Minerals and Nutrients Dry Cat Food, Naturals Original - 13 lb. Bag", "asin": "B005FVLAKI", "price": "$18.99"},
{"title": "Hartz Delectables Stew Lickable Wet Cat Treats for Adult & Senior Cats, Variety Pack, 1.4 Ounce (Pack of 12)", "asin": "B073WLPYMP", "price": "$12.94"},
{"title": "Blue Buffalo Wilderness Nature's Evolutionary Diet High-Protein, Grain-Free Natural Dry Food for Adult Cats, Chicken, 6-lb. Bag", "asin": "B00X04EBJY", "price": "$28.98"}],
"promotion_items": [{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "Olaplex No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz\n3.3 Fl Oz (Pack of 1)", "asin": "B00SNM5US4", "price": "$30.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "Kerastase Genesis Bain Nutri-Fortifiant Shampoo - Reduces Breakage, Strengthens & Hydrates Dry Weakened Hair\nFloral8.5 Fl Oz (Pack of 1)", "asin": "B083JK13DH", "price": "$44.00", "quantity": ""},
{"title": "Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz\n8.5 Fl Oz (Pack of 1)", "asin": "B07D37PQGL", "price": "$32.00", "quantity": ""},
{"title": "OUAI Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)\n10 Fl Oz (Pack of 1)", "asin": "B084BW599K", "price": "$32.00", "quantity": ""},
{"title": "OUAI Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)\nMelrose Place10 Fl Oz (Pack of 1)", "asin": "B084C2PC69", "price": "$32.00", "quantity": ""},
{"title": "OUAI Thick Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Thick Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)\n10 Fl Oz (Pack of 2)", "asin": "B08SY14QNW", "price": "$64.00", "quantity": ""},
{"title": "OUAI Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)\n10 Ounce (Pack of 1)", "asin": "B084BYBS3X", "price": "$32.00", "quantity": ""},
{"title": "Nutrafol Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection\n8.1 Fl Oz (Pack of 1)", "asin": "B0B4T73DPG", "price": "$44.00", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Olaplex No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 73511 reviews. Eligible for Prime.", "asin": "B07D37PQGL"},
{"title": "Go to detail page for \"Olaplex No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz.\" Rated 4.6 out of 5 stars by 75690 reviews. Eligible for Prime.", "asin": "B07D37SBHF"},
{"title": "Go to detail page for \"Olaplex No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi.\" Rated 4.7 out of 5 stars by 53311 reviews. Eligible for Prime.", "asin": "B07VR1NDSQ"}],
"search_results": [{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Argan Oil Repair Shampoo & Conditioner Set, Moisturizes & Smoothes, Paraben-Free, Color-Safe, pH-Balanced, Citrus Scent, 20.2 Fl Oz, 2-Pack", "asin": "B07NQ69L7P", "price": "$25.05", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "No. 4 Bond Maintenance Shampoo, Repairs, Strengthens, & Nourishes All Hair Types, Adds Shine & Leaves Hair Feeling Soft, 8.5 fl oz", "asin": "B07D37PQGL", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Wash and Shine Hair Kit: No. 4, 5, 7, Shampoo & Conditioner Set to Cleanse, Hydrate, & Control Frizz Up to 72 Hours, Bonding Oil for Shine & Protect, For All Hair Types", "asin": "B0D4SBLLRJ", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No.4 Bond Maintenance\u00ae Shampoo 525ML", "asin": "B0DYL29JHY", "price": "$56.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4C Bond Maintenance Clarifying Shampoo, Deep Cleans, Softens, Restores Shine, & Clarity, For All Hair Types Experiencing Product Buildup or Excess Oil, 8.5 fl oz", "asin": "B0B4BG3HPM", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancer Purple Toning Shampoo, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B09FYK7FKR", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Bond Maintenance Conditioner, Repairs, Strengthens, & Nourishes All Hair Types, Leaving Hair Feeling Soft & Adds Shine, 8.5 fl oz", "asin": "B07D37SBHF", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Fine Hair Conditioner - Volumizing Conditioner for Fine Hair Made with Keratin, Biotin and Chia Seed Oil - Adds Softness, Bounce and Volume - Free from Parabens, Sulfates, and Phthalates (10 Oz)", "asin": "B084BYBS3X", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Hydra Source Shampoo - Softens & Adds Shine, For Dry Hair, Infused with Micro-Filtered Aloe Vera & Fermented Hyaluronic Acid, Vegan & Paraben-Free, Packaging May Vary", "asin": "B00J9WZZWI", "price": "$24.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Anti Dandruff Shampoo - Soothing Salicylic Acid Shampoo for Flaky, Dry and Itchy Scalp - Reduces Itching, Redness and Irritation - Sulfate Free Scalp Care (10 Fl Oz)", "asin": "B0BS1QHN1J", "price": "$38.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Maintenance Shampoo & Conditioner (No. 4 5) 33.8 Ounce", "asin": "B0F2N7HR8V", "price": "$189.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 3.3 fl oz", "asin": "B00SNM5US4", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 4P Blonde Enhancing Toning Shampoo, 8.5 Fl Oz + No. 5P Blonde Enhancer\u2122 Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair", "asin": "B0D7X24WQT", "price": "$64.00", "delivery": ""},
{"title": "In Good Repair Hair Kit: No. 3, 4, 5, 7, Shampoo & Conditioner Set, Hydrate, & Control Frizz (72H), Bonding Oil to Shine & Protect, Perfector to Strengthen & Reverse Damage", "asin": "B0D9HVB66J", "price": "$50.00", "delivery": "FREE delivery Apr 19 - 24 for Prime members"},
{"title": "Conditioner, Physician-formulated for Thinning Hair, Moisturizing, Strengthening and Color Safe, Lightweight Protection", "asin": "B0B4T73DPG", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Hydra Source Shampoo - Deeply Moisturizes & Conditions Very Dry Hair, For Thick and Coarse Hair, Infused with Cupua\u00e7u Butter & Salicylic Acid, Vegan & Paraben-Free", "asin": "B00JWSNN00", "price": "$24.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 6.3 oz", "asin": "B0BTWR89FV", "price": "$30.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Strong Start Haircare Kit: Repair & Style, No. 3, 4, 5, 6, 7, Strengthens & Adds Moisture, Frizz Control, Adds Maximum Shine, For All Hair Types", "asin": "B0C442QKW9", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Fine Shampoo - Volumizing Shampoo with Strengthening Keratin, Biotin & Chia Seed Oil for Fine Hair - Delivers Clean, Weightless Body - Paraben, Phthalate & Sulfate Free Hair Care (10 Fl Oz)", "asin": "B084BW599K", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Moisture Repair Shampoo", "asin": "B002N5MKLW", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 0 Intensive Bond Building Hair Treatment, Repairs, Protects, & Strengthens All Hair Types, 5.2 fl oz", "asin": "B08HTNRZMH", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Bond Mantenance Shampoo & Conditioner (No. 4 5) 8.5 Ounce", "asin": "B0F2NC2H46", "price": "$59.99", "delivery": "FREE delivery Apr 10 - 15"},
{"title": "No. 9 Bond Protector Nourishing Hair Serum, Heat Protectant, Softens & Weightlessly Nourishes, Reduces Tangle & Static, For All Hair Types, 3.0 fl oz", "asin": "B09XBZMG71", "price": "$30.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 4D Clean Weightless Volume Dry Shampoo, Detoxifies Scalp, Neutralizes Odor, Leaves Hair Feeling Clean, For All Hair Types, 1.69 oz", "asin": "B0CSZYG5Z9", "price": "$16.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Detox Shampoo - Clarifying Shampoo for Build Up, Dirt, Oil, Product and Hard Water - Apple Cider Vinegar & Keratin for Clean, Refreshed Hair - Sulfate-Free Hair Care (10 oz)", "asin": "B084C2PC69", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 5 Leave-In Conditioner, Moisturizes & Mends Split Ends, Heat Protectant, Reduces Breakage, Continuously Repairs & Protects Damaged Hair", "asin": "B0DQ81ZCJG", "price": "$32.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "No. 6 Bond Smoother, Leave-In Styling Hair Cream Treatment, Smooths, Conditions, & Strengthens, Frizz Control for Up to 72 Hours, For All Hair Types, 3.3 fl oz", "asin": "B07PW4MTHV", "price": "$30.00", "delivery": "FREE delivery Apr 14 - 17 for Prime members"},
{"title": "N\u00ba.5 BOND MAINTENANCE\u00ae CONDITIONER 525 ML", "asin": "B0DYLBTGL2", "price": "$56.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Blonde Maintenance System", "asin": "B09VV2FS3R", "price": "$90.00", "delivery": ""},
{"title": "Bond Maintenance System Kit", "asin": "B09DKRQNCC", "price": "$94.00", "delivery": ""},
{"title": "Volumizing Blow Dry Mist, Hair Heat Protection, Repairs & Protects Hair for Healthier-Looking Blowouts, Speeds Up Blow Dry Time, Creates Touchably Soft, Shiny Hair, For All Hair Types, 5 fl oz", "asin": "B0C6VQBFTC", "price": "$30.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 7 Bonding Oil, Concentrated High Shine Oil, Heat Protectant, Vi", "asin": "B07VR1NDSQ", "price": "$30.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrate Moisturizing Shampoo | For Medium to Thick Dry, Color Treated Hair | Sulfate-Free | Vegan", "asin": "B0891843GC", "price": "$37.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultimate Bond Treatment System", "asin": "B096LNNH6B", "price": "$90.00", "delivery": ""},
{"title": "No. 5P Blonde Enhancer Purple Toning Conditioner, Repairs, Hydrates, & Brightens All Blonde, Lightened, & Grey Hair, 8.5 fl oz", "asin": "B0CGFYR4JQ", "price": "$32.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "No. 8 Bond Intense Moisture Hair Mask, Adds Smoothness & Nourishes for Visibily Healthy Hair, For All Hair Types & Treats Damaged Hair, 3.3 fl oz", "asin": "B092DNPHC9", "price": "$30.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "Repair & Protect Bond Protein Shampoo, Lightweight Hair Wash Cleanses & Targets Damaged Areas for Effective Bond Repair, Sulfate-Free Surfactants, 13 fl. oz", "asin": "B0DGYXFH5V", "price": "$5.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "All Soft Shampoo For Dry Hair - Provides Intense Softness and Shine, With Argan Oil", "asin": "B08SSM21R4", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Hydrating Shampoo", "asin": "B0098QPV3I", "price": "$28.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Complete Hair Repair System Kit: No. 0, 3, 4, 5, 6, 7, Intensive Bond Building, Strengthens, Repairs, Hydrates & Controls Frizz Up to 72 Hours, For All Hair Types", "asin": "B09DKMX8VD", "price": "$214.00", "delivery": ""},
{"title": "No. 3 Hair Perfector Repairing Hair Treatment, Concentrated for Dry Damaged Hair, Repairs & Strengthens All Hair Types, 8.5 fl oz", "asin": "B0872RL24B", "price": "$60.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Fine Shampoo and Conditioner Set - Sulfate Free Shampoo and Conditioner for Fine Hair - Made with Keratin, Marshmallow Root, Shea Butter & Avocado Oil - Free of Parabens & Phthalates (10 Fl Oz)", "asin": "B084ZWKJ8S", "price": "$64.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultralight Weightless Shampoo & Conditioner for Dry, Frizzy Hair - Smooth Treatment to Block Out Frizz, 13.5 oz (Pack of 2)", "asin": "B09MZLZW17", "price": "$37.09", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "EverPure Sulfate-Free Vegan Hair Care Kit - Shampoo and Conditioner to Strengthen and Repair Hair Bonds (Packaging May Vary)", "asin": "B091G47FDH", "price": "$17.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Shampoo Two, Clarifying Shampoo, Deep Cleanses + Removes Buildup, For All Hair Types, Especially Oily Hair", "asin": "B000UPEF88", "price": "$14.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrating Shampoo & Conditioner Bundle", "asin": "B08KTYZLL4", "price": "$56.00", "delivery": ""},
{"title": "Hydrate Moisturizing Shampoo and Conditioner Set | For Dry Color Treated Hair | Sulfate-Free | Vegan | Paraben-Free", "asin": "B08GLJ4RMC", "price": "$74.00", "delivery": ""},
{"title": "Blondage Color Depositing Purple Shampoo For Blonde, Bleached or Highlighted Hair - Neutralizes Brassy Tones With Salicylic Acid", "asin": "B08SSGQJS7", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "So Silver Purple Shampoo | Neutralizes Yellow Tones | Color Depositing, Brightening & Toning | For Color Treated, Blonde, Grey, White and Platinum Hair | Vegan", "asin": "B00FZSB0Y2", "price": "$21.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Damage Shield Protective Shampoo, Reduces Frizziness & Tangles, Maintains Hair Health, 8.5 Fl Oz", "asin": "B0CQ5956VN", "price": "$36.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "All Soft Shampoo and Conditioner Set For Dry or Brittle Hair - Provides Intense Softness and Shine With Argan Oil", "asin": "B094F6TRCF", "price": "$54.00", "delivery": ""},
{"title": "N\u00ba.10 BOND SHAPER\u2122 CURL DEFINING GEL", "asin": "B0DPDM1BJN", "price": "$25.05", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Invigo Nutri-Enrich Shampoo Deep Nourishing For Dry & Damaged Hair oz", "asin": "B08BZXBKFY", "price": "$38.40", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Clarify Sulfate Free Shampoo with Antioxidants, Clarifying Shampoo for Hard Water Exposure and Styling Build-up, EverPure, 6.8 Fl Oz", "asin": "B0CLBG8FZZ", "price": "$8.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or 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": "2025-04-07T17:51:52.323Z", // 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>
