<|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": "2025-04-14T21:01:06.446Z", "action": "input", "action_argument": "windshield repair kit"}
{"timestamp": "2025-04-14T21:01:06.528Z", "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": "windshield repair kit"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$6.48", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.19", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$134.99", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.39"}],
"promotion_items": [{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "quantity": ""},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Sticker Applicator for Easy Application, Removal and Re-Application from Car to Car - 4 inch x 6 inch Sheets (Pack of 2 Sheets)", "asin": "B01466E0GS", "price": "$8.99", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 1000+ Repairs", "asin": "B074KXJK1D", "price": "$589.00", "quantity": ""},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 200+ Repairs", "asin": "B08HKXQ9D8", "price": "$299.00", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Repair Bridge by American - Professional Rock Chip System - 1 Repair Resin 1 Pit Filler 1 Seal Set - Stainless Steel Injector - Cracked Glass Repair Tool - Add to Any Windshield Repair Kit", "asin": "B076C43GN4", "price": "$134.50", "quantity": ""},
{"title": "Windshield Washer Fluid Concentrate, 1 Bottle Makes 32 Gallons, 1/4 oz. Makes 1 Gallon 100% Biodegradable\nLiquid8 Fl Oz (Pack of 1)", "asin": "B07QM2ZXRD", "price": "$24.99", "quantity": ""},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "quantity": ""}],
"ads": [{"title": "JUDUNA 2025 Upgrade Windshield Crack Repair Kit, Cracks Gone Glass Repair Kit Car Windshield Crack Repair Fluid, Car Glass Repair Glue Scratch Chip Cracks Repair Kit Automotive Windscreen Tool (1)", "asin": "B0F2MZB5BF"}],
"search_results": [{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Upgraded Windshield Crack Repair Kit,4 Pack Windshield Chip Repair Kit,Windshield Repair Kit for Chips and Cracks,Glass Repair Kit Fluid Quick Fix for Star-Shaped Crack", "asin": "B0DXNTQ9CR", "price": "$11.98", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit,4 PCS Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star-Shaped Crack", "asin": "B0F2H936CZ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 16067 Bullseye Windshield Repair Kit, .025 oz. Syringe, .025 Ounce Syringe , White", "asin": "B000HBI9XW", "price": "$12.72", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001 Windshield Repair Kit - Quick and Easy Durable Resin Based Windshield Repair Kit for Chips and Cracks, Good for Round Damage Below 1\" in Diameter and Cracks Smaller Than 12\" in Length", "asin": "B00IPS4APU", "price": "$10.97", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Upgraded Windshield Chip Repair Kit with Pressure Syringes,Automotive Windshield Crack Repair Kit, Glass Repair Kit Quick Fix for Fixing Bulls-Eye, Star-Shaped Crack new version", "asin": "B0DSBR3GTS", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J-B Weld 2100 Windshield Saver Repair Kit, 0.025 fl. oz", "asin": "B01IBO0HAE", "price": "$12.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,2025 Latest Upgraded Glass Crack Repair Kit,5MinQuick-Glass Repair Liquid,Long-Lasting for Windshields, Windows, Mirrors,All Crack Types Windshield Repair Kit (Black).", "asin": "B0F47J3ZZT", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Glass Repair Liquid for Cracks,Chipped Windshield Filler Repair Fluid Glue for Chips Scratch,Car Glass Repair Glue Scratch Kit", "asin": "B0F1TN4GRN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Premium Windshield Repair Kit for Chips and Cracks, Quick Fix Windshield & Glass Repair Tools (1)", "asin": "B0F1YPH5W3", "price": "$7.99", "delivery": "$15.99 delivery Apr 23 - May 2"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit 4 Pack, Windshield Repair Kit with Enhanced Injection Head, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack, Black", "asin": "B0F31XYBYG", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit 4 Pack, Windscreen Repair Kit with Enhanced Injection Head Suction Cup UV Curing Light, Windshield Chip Repair Kit for Chips, Scratches, Cracks \ufeff", "asin": "B0DSBR7X8H", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Car Windshield Crack Repair Kit, 2 Pack Windshield Chip Repair Kit with Syringe Thrusters, Quick Glass Repair Kit Windshield for Chips and Cracks, Star-Shaped Crack", "asin": "B0DNDTQ7ZN", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DXZXMKWB", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Crack Repair Kit, 2025 Upgrade Chipped Windshield Filler Repair Fluid Glue, Glass Scratch Repair Liquid for Chips Cracks,Quick Fix Windshield & Glass Repair Tools (1 Set)", "asin": "B0F2MPMYSY", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tool", "asin": "B0F3WKHPXC", "price": "$16.49", "delivery": "FREE delivery Thu, Apr 17 Only 9 left in stock - order soon."},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, 4 Pcs Car Glass Repair Kit, Windshield Repair Kit for Chips and Cracks, Quick Fix for Chips, Cracks, Star-Shaped Crack, Bulls-Eye", "asin": "B0DSBSPXBH", "price": "$14.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Repair Kit for Chips and Cracks \u2013 Instant Fix for Chips, Cracks, and Bullseyes, High-Pressure Resin Injection Glass Windshield Crack Repair Kit for Long-Lasting, Invisible Repairs", "asin": "B0F1MF8RGJ", "price": "$14.92", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, Upgraded Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, StarShaped Crack Chips, Fix Chips Crack", "asin": "B0DP7433JG", "price": "$16.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips and Cracks-deep Dark", "asin": "B0DXKLK3TC", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, 20 Mins Quick Fix for Rock Chip Repair Kit Windshield Chips, Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0CL7H7N63", "price": "$14.45", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit, Rock Chip Repair Kit Windshield, Chipped Windshield Filler, Glass Chip Repair Kit Windshield for Chips and Cracks, Fast Curing Unit with USB-C Port", "asin": "B0DPJ7Z8B9", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2PCS Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Cracks Car Glass Repair Kit, Automotive Windscreen Tool, Windshield Repair Kit for Chips and Cracks", "asin": "B0F18VQ118", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit For Chips And Cracks, Rock Chip Repair Kit Windshield, Glass Repair Kit Windshield,For Auto Glass Repair, With Curing Device, More Rigid (2pcs)", "asin": "B0DPJB8DNF", "price": "$10.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Repair Kit Nano Glass Repair Kit, Upgrade Windshield Crack Repair Fluid Window Automotive Windscreen Tool Nano Repair Liquid Kit Quick Fix for Chips and Cracks", "asin": "B0DS22WCCQ", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit,Windshield Crack Repair Kit 2 Bottles Car Glass Repair Kit Windshield Chip Repair Kit Cracks Gone Glass Repair Fluid Quick Fix for Chips,Cracks,Bulls-Eye,Star-Shape Cack (Black)", "asin": "B0DZT8Z1S6", "price": "$7.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Permatex Windshield Repair Kit", "asin": "B0030MOQSC", "price": "$4.87", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DT48T6T3", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rock Chip Repair Kit Windshield, Windshield Repair Kit for Chips and Cracks, Car Windshield Crack Repair Kit to Repair Scratches, Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DS3QYT46", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Glass Repair Kit with Pressure Syringe, Quick Repair Kit for Fixing Windscreen Chips Bulls-Eye Star-Shaped Crack, Car Accessories", "asin": "B0DF2D24W6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit 2 Pcs,Automotive Windshield Repair Kit for Chips and Cracks,Windshield Chip Repair Kit,2.6in", "asin": "B0F1CK53F1", "price": "$9.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DRCSFJ2Y", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks, Rock Chip Repair Kit Windshield, Car Windshield Crack Repair Kit to Repair Scratches,Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DW7NDLFX", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit 2 Pack, High - New Upgrade Efficiency Glass Repair Fluid,Car Glass Repair Kit Windshield for Fixing Chips,Cracks, Bulls-Eye and Star-Shape Cack", "asin": "B0F1T6YMZQ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103-6PK Windshield Repair Kit (Pack of 6)", "asin": "B001REYHVG", "price": "$45.85", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2 PCS Windshield Repair Kit, Quick Repair Resin Liquid for Windshield Glass Chip Scratch, Repair Fluid Resin Filler for Fixing Window Star-Shaped Crack, Car Accessories", "asin": "B0D9DBX6PL", "price": "$6.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Crack Repair kit for Chips and Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0DQ52WR1P", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, Rock Chip Repair Kit Windshield for Chips, Cracks, Bulls-Eye & Star-Shape Cack", "asin": "B0D6TZKQ9Q", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks,Upgrade Car Windshield Crack Repair Kit for Glass Repair Kit Windshield Tool,Professional Car Accessories Chipped Windshield Repair Kit", "asin": "B0DF59S6H3", "price": "$5.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair grgrbrb", "asin": "B0DW83X1WB", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001-6PK Windshield Repair Kit (Pack of 6)", "asin": "B00T9LQYU6", "price": "$57.60", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips, Cracks, Bulls-Eye and Star-Shaped Crack.", "asin": "B0DQ53L2XH", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Kit Nano Glass Repair Fluid Windshield Chip Repair Kit, Automotive Windscreen Tool Windshield Chip Repair Kit to Repair Scratches, Cracks", "asin": "B0DP4N1ZZ4", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair for Chips and Cracks, Glass, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star Shaped Crack", "asin": "B0D4YNDS3B", "price": "$4.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit - American Essentials Professional Windshield Rock Chip Repair Kit - with Glass Repair Resin and Pit filller for 100 Repairs - Cracked Glass Tool - DIY or Start a Business", "asin": "B076BLDC4F", "price": "$179.00", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cracked Windshield Repair Kit (2pcs) Car Windshield Crack Repair Kit for Chips Automotive Windscreen Tool for Fix Bullseyes Half-Moon Cracks Star-Shaped Damage Long Line Cracks", "asin": "B0DHNKD8NY", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tools.", "asin": "B0DY44JS1Y", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,1206-cl-04", "asin": "B0DPPS1RM1", "delivery": "Currently unavailable."},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Cracked Windshield Repair kit, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0DSZ8DVBV", "price": "$8.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Car Windshield Crack Repair Kit, 2024 Upgraded Windshield Repair Kit Cracks Gone Glass Kit, Multifunctional Automotive Windscreen Tool Glass Repair Kit Windshield for Car Truck Bus", "asin": "B0D95SP51W", "price": "$3.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair for Chips and Cracks, Glass Repair Fluid with Pressure Injector and Reinforcement Light, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks (Blue)", "asin": "B0DW834JDZ", "price": "$20.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Polyurethane Windshield Adhesive - Quick Curing & Weather Resistant Auto Glass Adhesive, Vertical & Overhead Application, Windshield Repair Kit with Gloves, Applicator Tip & Cartridge - 310ml Black", "asin": "B0CXJKZPNP", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2025 New Glass Cracks Gone Repair Kit, Car Windshield Repair Kits for Repairing Car Glass and Cracks (2pcs)", "asin": "B0F1CTCX3T", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks \u2013 2 Pack Nano Glass Repair Fluid for Bulls-Eye, Star-Shape, Quick Fix Automotive Windscreen Tool \u2013 Car Windshield Crack Repair Kit", "asin": "B0DP4M19XK", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-14T21:01:17.377Z", // 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": "2025-04-14T21:01:06.446Z", "action": "input", "action_argument": "windshield repair kit"}
{"timestamp": "2025-04-14T21:01:06.528Z", "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": "windshield repair kit"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$6.48", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.19", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$134.99", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.39"}],
"promotion_items": [{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "quantity": ""},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Sticker Applicator for Easy Application, Removal and Re-Application from Car to Car - 4 inch x 6 inch Sheets (Pack of 2 Sheets)", "asin": "B01466E0GS", "price": "$8.99", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 1000+ Repairs", "asin": "B074KXJK1D", "price": "$589.00", "quantity": ""},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 200+ Repairs", "asin": "B08HKXQ9D8", "price": "$299.00", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Repair Bridge by American - Professional Rock Chip System - 1 Repair Resin 1 Pit Filler 1 Seal Set - Stainless Steel Injector - Cracked Glass Repair Tool - Add to Any Windshield Repair Kit", "asin": "B076C43GN4", "price": "$134.50", "quantity": ""},
{"title": "Windshield Washer Fluid Concentrate, 1 Bottle Makes 32 Gallons, 1/4 oz. Makes 1 Gallon 100% Biodegradable\nLiquid8 Fl Oz (Pack of 1)", "asin": "B07QM2ZXRD", "price": "$24.99", "quantity": ""},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "quantity": ""}],
"ads": [{"title": "JUDUNA 2025 Upgrade Windshield Crack Repair Kit, Cracks Gone Glass Repair Kit Car Windshield Crack Repair Fluid, Car Glass Repair Glue Scratch Chip Cracks Repair Kit Automotive Windscreen Tool (1)", "asin": "B0F2MZB5BF"}],
"search_results": [{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Upgraded Windshield Crack Repair Kit,4 Pack Windshield Chip Repair Kit,Windshield Repair Kit for Chips and Cracks,Glass Repair Kit Fluid Quick Fix for Star-Shaped Crack", "asin": "B0DXNTQ9CR", "price": "$11.98", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit,4 PCS Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star-Shaped Crack", "asin": "B0F2H936CZ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 16067 Bullseye Windshield Repair Kit, .025 oz. Syringe, .025 Ounce Syringe , White", "asin": "B000HBI9XW", "price": "$12.72", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001 Windshield Repair Kit - Quick and Easy Durable Resin Based Windshield Repair Kit for Chips and Cracks, Good for Round Damage Below 1\" in Diameter and Cracks Smaller Than 12\" in Length", "asin": "B00IPS4APU", "price": "$10.97", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Upgraded Windshield Chip Repair Kit with Pressure Syringes,Automotive Windshield Crack Repair Kit, Glass Repair Kit Quick Fix for Fixing Bulls-Eye, Star-Shaped Crack new version", "asin": "B0DSBR3GTS", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J-B Weld 2100 Windshield Saver Repair Kit, 0.025 fl. oz", "asin": "B01IBO0HAE", "price": "$12.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,2025 Latest Upgraded Glass Crack Repair Kit,5MinQuick-Glass Repair Liquid,Long-Lasting for Windshields, Windows, Mirrors,All Crack Types Windshield Repair Kit (Black).", "asin": "B0F47J3ZZT", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Glass Repair Liquid for Cracks,Chipped Windshield Filler Repair Fluid Glue for Chips Scratch,Car Glass Repair Glue Scratch Kit", "asin": "B0F1TN4GRN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Premium Windshield Repair Kit for Chips and Cracks, Quick Fix Windshield & Glass Repair Tools (1)", "asin": "B0F1YPH5W3", "price": "$7.99", "delivery": "$15.99 delivery Apr 23 - May 2"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit 4 Pack, Windshield Repair Kit with Enhanced Injection Head, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack, Black", "asin": "B0F31XYBYG", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit 4 Pack, Windscreen Repair Kit with Enhanced Injection Head Suction Cup UV Curing Light, Windshield Chip Repair Kit for Chips, Scratches, Cracks \ufeff", "asin": "B0DSBR7X8H", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Car Windshield Crack Repair Kit, 2 Pack Windshield Chip Repair Kit with Syringe Thrusters, Quick Glass Repair Kit Windshield for Chips and Cracks, Star-Shaped Crack", "asin": "B0DNDTQ7ZN", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DXZXMKWB", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Crack Repair Kit, 2025 Upgrade Chipped Windshield Filler Repair Fluid Glue, Glass Scratch Repair Liquid for Chips Cracks,Quick Fix Windshield & Glass Repair Tools (1 Set)", "asin": "B0F2MPMYSY", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tool", "asin": "B0F3WKHPXC", "price": "$16.49", "delivery": "FREE delivery Thu, Apr 17 Only 9 left in stock - order soon."},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, 4 Pcs Car Glass Repair Kit, Windshield Repair Kit for Chips and Cracks, Quick Fix for Chips, Cracks, Star-Shaped Crack, Bulls-Eye", "asin": "B0DSBSPXBH", "price": "$14.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Repair Kit for Chips and Cracks \u2013 Instant Fix for Chips, Cracks, and Bullseyes, High-Pressure Resin Injection Glass Windshield Crack Repair Kit for Long-Lasting, Invisible Repairs", "asin": "B0F1MF8RGJ", "price": "$14.92", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, Upgraded Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, StarShaped Crack Chips, Fix Chips Crack", "asin": "B0DP7433JG", "price": "$16.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips and Cracks-deep Dark", "asin": "B0DXKLK3TC", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, 20 Mins Quick Fix for Rock Chip Repair Kit Windshield Chips, Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0CL7H7N63", "price": "$14.45", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit, Rock Chip Repair Kit Windshield, Chipped Windshield Filler, Glass Chip Repair Kit Windshield for Chips and Cracks, Fast Curing Unit with USB-C Port", "asin": "B0DPJ7Z8B9", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2PCS Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Cracks Car Glass Repair Kit, Automotive Windscreen Tool, Windshield Repair Kit for Chips and Cracks", "asin": "B0F18VQ118", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit For Chips And Cracks, Rock Chip Repair Kit Windshield, Glass Repair Kit Windshield,For Auto Glass Repair, With Curing Device, More Rigid (2pcs)", "asin": "B0DPJB8DNF", "price": "$10.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Repair Kit Nano Glass Repair Kit, Upgrade Windshield Crack Repair Fluid Window Automotive Windscreen Tool Nano Repair Liquid Kit Quick Fix for Chips and Cracks", "asin": "B0DS22WCCQ", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit,Windshield Crack Repair Kit 2 Bottles Car Glass Repair Kit Windshield Chip Repair Kit Cracks Gone Glass Repair Fluid Quick Fix for Chips,Cracks,Bulls-Eye,Star-Shape Cack (Black)", "asin": "B0DZT8Z1S6", "price": "$7.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Permatex Windshield Repair Kit", "asin": "B0030MOQSC", "price": "$4.87", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DT48T6T3", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rock Chip Repair Kit Windshield, Windshield Repair Kit for Chips and Cracks, Car Windshield Crack Repair Kit to Repair Scratches, Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DS3QYT46", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Glass Repair Kit with Pressure Syringe, Quick Repair Kit for Fixing Windscreen Chips Bulls-Eye Star-Shaped Crack, Car Accessories", "asin": "B0DF2D24W6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit 2 Pcs,Automotive Windshield Repair Kit for Chips and Cracks,Windshield Chip Repair Kit,2.6in", "asin": "B0F1CK53F1", "price": "$9.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DRCSFJ2Y", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks, Rock Chip Repair Kit Windshield, Car Windshield Crack Repair Kit to Repair Scratches,Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DW7NDLFX", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit 2 Pack, High - New Upgrade Efficiency Glass Repair Fluid,Car Glass Repair Kit Windshield for Fixing Chips,Cracks, Bulls-Eye and Star-Shape Cack", "asin": "B0F1T6YMZQ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103-6PK Windshield Repair Kit (Pack of 6)", "asin": "B001REYHVG", "price": "$45.85", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2 PCS Windshield Repair Kit, Quick Repair Resin Liquid for Windshield Glass Chip Scratch, Repair Fluid Resin Filler for Fixing Window Star-Shaped Crack, Car Accessories", "asin": "B0D9DBX6PL", "price": "$6.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Crack Repair kit for Chips and Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0DQ52WR1P", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, Rock Chip Repair Kit Windshield for Chips, Cracks, Bulls-Eye & Star-Shape Cack", "asin": "B0D6TZKQ9Q", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks,Upgrade Car Windshield Crack Repair Kit for Glass Repair Kit Windshield Tool,Professional Car Accessories Chipped Windshield Repair Kit", "asin": "B0DF59S6H3", "price": "$5.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair grgrbrb", "asin": "B0DW83X1WB", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001-6PK Windshield Repair Kit (Pack of 6)", "asin": "B00T9LQYU6", "price": "$57.60", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips, Cracks, Bulls-Eye and Star-Shaped Crack.", "asin": "B0DQ53L2XH", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Kit Nano Glass Repair Fluid Windshield Chip Repair Kit, Automotive Windscreen Tool Windshield Chip Repair Kit to Repair Scratches, Cracks", "asin": "B0DP4N1ZZ4", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair for Chips and Cracks, Glass, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star Shaped Crack", "asin": "B0D4YNDS3B", "price": "$4.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit - American Essentials Professional Windshield Rock Chip Repair Kit - with Glass Repair Resin and Pit filller for 100 Repairs - Cracked Glass Tool - DIY or Start a Business", "asin": "B076BLDC4F", "price": "$179.00", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cracked Windshield Repair Kit (2pcs) Car Windshield Crack Repair Kit for Chips Automotive Windscreen Tool for Fix Bullseyes Half-Moon Cracks Star-Shaped Damage Long Line Cracks", "asin": "B0DHNKD8NY", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tools.", "asin": "B0DY44JS1Y", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,1206-cl-04", "asin": "B0DPPS1RM1", "delivery": "Currently unavailable."},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Cracked Windshield Repair kit, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0DSZ8DVBV", "price": "$8.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Car Windshield Crack Repair Kit, 2024 Upgraded Windshield Repair Kit Cracks Gone Glass Kit, Multifunctional Automotive Windscreen Tool Glass Repair Kit Windshield for Car Truck Bus", "asin": "B0D95SP51W", "price": "$3.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair for Chips and Cracks, Glass Repair Fluid with Pressure Injector and Reinforcement Light, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks (Blue)", "asin": "B0DW834JDZ", "price": "$20.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Polyurethane Windshield Adhesive - Quick Curing & Weather Resistant Auto Glass Adhesive, Vertical & Overhead Application, Windshield Repair Kit with Gloves, Applicator Tip & Cartridge - 310ml Black", "asin": "B0CXJKZPNP", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2025 New Glass Cracks Gone Repair Kit, Car Windshield Repair Kits for Repairing Car Glass and Cracks (2pcs)", "asin": "B0F1CTCX3T", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks \u2013 2 Pack Nano Glass Repair Fluid for Bulls-Eye, Star-Shape, Quick Fix Automotive Windscreen Tool \u2013 Car Windshield Crack Repair Kit", "asin": "B0DP4M19XK", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-14T21:01:17.377Z", // 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": "2025-04-14T21:01:06.446Z", "action": "input", "action_argument": "windshield repair kit"}
{"timestamp": "2025-04-14T21:01:06.528Z", "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": "windshield repair kit"}],
"cart_items": [{"title": "Robitussin 8 Hour Liqui-gels Cough, Adult Formula - 20 count Liqui-Gels", "asin": "B07GH9K5XM", "price": "$6.48", "quantity": "2"},
{"title": "Sharpie Permanent Markers Variety Pack, Featuring Ultra-Fine, Chisel Tip, And Fine Tip Marker Set, Writing And Poster Markers, Black, 6 Count", "asin": "B08MBFPFCQ", "price": "$5.19", "quantity": "1"},
{"title": "TN229XL TN229 Toner Cartridges 4 Pack MFC-L3780CDW MFC-L3720CDW Compatible for Brother TN229 TN229XL HL-L3280CDW HL-L3220CDW HL-L3300CDW HL-L3295CDW Printer TN 229XL TN-229XLBK/C/M/Y High Yield", "asin": "B0DL58WGGP", "price": "$134.99", "quantity": "1"},
{"title": "Starbucks K-Cup Coffee Pods, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 box (32 pods)", "asin": "B0788BZXR4", "price": "$24.39"}],
"promotion_items": [{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "quantity": ""},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Sticker Applicator for Easy Application, Removal and Re-Application from Car to Car - 4 inch x 6 inch Sheets (Pack of 2 Sheets)", "asin": "B01466E0GS", "price": "$8.99", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 1000+ Repairs", "asin": "B074KXJK1D", "price": "$589.00", "quantity": ""},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "quantity": ""},
{"title": "Clearshield Windshield Repair Kit - Window Rock Chip Repair Kit - Cracked Windshield Repair Kit - Auto Glass Repair Kit for 200+ Repairs", "asin": "B08HKXQ9D8", "price": "$299.00", "quantity": ""},
{"title": "Blue-Star Fix your Windshield Do It Yourself Windshield Repair Kit, Made in USA", "asin": "B004GFS2C8", "price": "$12.88", "quantity": ""},
{"title": "Windshield Repair Bridge by American - Professional Rock Chip System - 1 Repair Resin 1 Pit Filler 1 Seal Set - Stainless Steel Injector - Cracked Glass Repair Tool - Add to Any Windshield Repair Kit", "asin": "B076C43GN4", "price": "$134.50", "quantity": ""},
{"title": "Windshield Washer Fluid Concentrate, 1 Bottle Makes 32 Gallons, 1/4 oz. Makes 1 Gallon 100% Biodegradable\nLiquid8 Fl Oz (Pack of 1)", "asin": "B07QM2ZXRD", "price": "$24.99", "quantity": ""},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "quantity": ""}],
"ads": [{"title": "JUDUNA 2025 Upgrade Windshield Crack Repair Kit, Cracks Gone Glass Repair Kit Car Windshield Crack Repair Fluid, Car Glass Repair Glue Scratch Chip Cracks Repair Kit Automotive Windscreen Tool (1)", "asin": "B0F2MZB5BF"}],
"search_results": [{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Upgraded Windshield Crack Repair Kit,4 Pack Windshield Chip Repair Kit,Windshield Repair Kit for Chips and Cracks,Glass Repair Kit Fluid Quick Fix for Star-Shaped Crack", "asin": "B0DXNTQ9CR", "price": "$11.98", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit,4 PCS Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star-Shaped Crack", "asin": "B0F2H936CZ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 16067 Bullseye Windshield Repair Kit, .025 oz. Syringe, .025 Ounce Syringe , White", "asin": "B000HBI9XW", "price": "$12.72", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001 Windshield Repair Kit - Quick and Easy Durable Resin Based Windshield Repair Kit for Chips and Cracks, Good for Round Damage Below 1\" in Diameter and Cracks Smaller Than 12\" in Length", "asin": "B00IPS4APU", "price": "$10.97", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Upgraded Windshield Chip Repair Kit with Pressure Syringes,Automotive Windshield Crack Repair Kit, Glass Repair Kit Quick Fix for Fixing Bulls-Eye, Star-Shaped Crack new version", "asin": "B0DSBR3GTS", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Windshield Crack Repair kit with Enhanced Injection Head, Windscreen Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0F1FK4C12", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "J-B Weld 2100 Windshield Saver Repair Kit, 0.025 fl. oz", "asin": "B01IBO0HAE", "price": "$12.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,2025 Latest Upgraded Glass Crack Repair Kit,5MinQuick-Glass Repair Liquid,Long-Lasting for Windshields, Windows, Mirrors,All Crack Types Windshield Repair Kit (Black).", "asin": "B0F47J3ZZT", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Glass Repair Liquid for Cracks,Chipped Windshield Filler Repair Fluid Glue for Chips Scratch,Car Glass Repair Glue Scratch Kit", "asin": "B0F1TN4GRN", "price": "$12.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Premium Windshield Repair Kit for Chips and Cracks, Quick Fix Windshield & Glass Repair Tools (1)", "asin": "B0F1YPH5W3", "price": "$7.99", "delivery": "$15.99 delivery Apr 23 - May 2"},
{"title": "Permatex 09103 Automotive Windshield Repair Kit For Chipped And Cracked Windshields. Permanent Air-Tight Repairs, With Repair Syringe & Plunger, 9-piece Kit", "asin": "B000ALJ4MY", "price": "$12.40", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit 4 Pack, Windshield Repair Kit with Enhanced Injection Head, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack, Black", "asin": "B0F31XYBYG", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit 4 Pack, Windscreen Repair Kit with Enhanced Injection Head Suction Cup UV Curing Light, Windshield Chip Repair Kit for Chips, Scratches, Cracks \ufeff", "asin": "B0DSBR7X8H", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Car Windshield Crack Repair Kit, 2 Pack Windshield Chip Repair Kit with Syringe Thrusters, Quick Glass Repair Kit Windshield for Chips and Cracks, Star-Shaped Crack", "asin": "B0DNDTQ7ZN", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DXZXMKWB", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Crack Repair Kit, 2025 Upgrade Chipped Windshield Filler Repair Fluid Glue, Glass Scratch Repair Liquid for Chips Cracks,Quick Fix Windshield & Glass Repair Tools (1 Set)", "asin": "B0F2MPMYSY", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tool", "asin": "B0F3WKHPXC", "price": "$16.49", "delivery": "FREE delivery Thu, Apr 17 Only 9 left in stock - order soon."},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, 4 Pcs Car Glass Repair Kit, Windshield Repair Kit for Chips and Cracks, Quick Fix for Chips, Cracks, Star-Shaped Crack, Bulls-Eye", "asin": "B0DSBSPXBH", "price": "$14.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Upgraded Windshield Repair Kit for Chips and Cracks \u2013 Instant Fix for Chips, Cracks, and Bullseyes, High-Pressure Resin Injection Glass Windshield Crack Repair Kit for Long-Lasting, Invisible Repairs", "asin": "B0F1MF8RGJ", "price": "$14.92", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair Kit, Upgraded Windshield Repair Kit for Chips and Cracks, Windshield Chip Repair Kit Quick Fix for Chips, Cracks, StarShaped Crack Chips, Fix Chips Crack", "asin": "B0DP7433JG", "price": "$16.99", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips and Cracks-deep Dark", "asin": "B0DXKLK3TC", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, 20 Mins Quick Fix for Rock Chip Repair Kit Windshield Chips, Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0CL7H7N63", "price": "$14.45", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit, Rock Chip Repair Kit Windshield, Chipped Windshield Filler, Glass Chip Repair Kit Windshield for Chips and Cracks, Fast Curing Unit with USB-C Port", "asin": "B0DPJ7Z8B9", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2PCS Windshield Crack Repair Kit, 2025 New Glass Repair Liquid for Cracks, Cracks Car Glass Repair Kit, Automotive Windscreen Tool, Windshield Repair Kit for Chips and Cracks", "asin": "B0F18VQ118", "price": "$19.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair Kit, Windshield Repair Kit For Chips And Cracks, Rock Chip Repair Kit Windshield, Glass Repair Kit Windshield,For Auto Glass Repair, With Curing Device, More Rigid (2pcs)", "asin": "B0DPJB8DNF", "price": "$10.97", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Repair Kit Nano Glass Repair Kit, Upgrade Windshield Crack Repair Fluid Window Automotive Windscreen Tool Nano Repair Liquid Kit Quick Fix for Chips and Cracks", "asin": "B0DS22WCCQ", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit,Windshield Crack Repair Kit 2 Bottles Car Glass Repair Kit Windshield Chip Repair Kit Cracks Gone Glass Repair Fluid Quick Fix for Chips,Cracks,Bulls-Eye,Star-Shape Cack (Black)", "asin": "B0DZT8Z1S6", "price": "$7.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Permatex Windshield Repair Kit", "asin": "B0030MOQSC", "price": "$4.87", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DT48T6T3", "price": "$11.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rock Chip Repair Kit Windshield, Windshield Repair Kit for Chips and Cracks, Car Windshield Crack Repair Kit to Repair Scratches, Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DS3QYT46", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Glass Repair Kit with Pressure Syringe, Quick Repair Kit for Fixing Windscreen Chips Bulls-Eye Star-Shaped Crack, Car Accessories", "asin": "B0DF2D24W6", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit,Windshield Crack Repair Kit 2 Pcs,Automotive Windshield Repair Kit for Chips and Cracks,Windshield Chip Repair Kit,2.6in", "asin": "B0F1CK53F1", "price": "$9.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Easy to Use Automotive Glass Nano Repair Fluid, Scratch Chip Cracks Repair Kit (2 Pack)", "asin": "B0DRCSFJ2Y", "price": "$8.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks, Rock Chip Repair Kit Windshield, Car Windshield Crack Repair Kit to Repair Scratches,Star Shaped Crack, with Curing and Pressurizing Device", "asin": "B0DW7NDLFX", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit 2 Pack, High - New Upgrade Efficiency Glass Repair Fluid,Car Glass Repair Kit Windshield for Fixing Chips,Cracks, Bulls-Eye and Star-Shape Cack", "asin": "B0F1T6YMZQ", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Permatex 09103-6PK Windshield Repair Kit (Pack of 6)", "asin": "B001REYHVG", "price": "$45.85", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Car Windshield Repair Kit (4pcs), Windshield Chip Crack Gone Repair Kit, Automotive Windscreen Tool for Fix Chips, Nano Glass Repair Fluid, Star Shaped Crack", "asin": "B0DYJFG3Z2", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2 PCS Windshield Repair Kit, Quick Repair Resin Liquid for Windshield Glass Chip Scratch, Repair Fluid Resin Filler for Fixing Window Star-Shaped Crack, Car Accessories", "asin": "B0D9DBX6PL", "price": "$6.59", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Crack Repair kit for Chips and Cracks, Bulls-Eye and Star-Shaped Crack", "asin": "B0DQ52WR1P", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Pack Car Windshield Crack Repair Kit, Rock Chip Repair Kit Windshield for Chips, Cracks, Bulls-Eye & Star-Shape Cack", "asin": "B0D6TZKQ9Q", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks,Upgrade Car Windshield Crack Repair Kit for Glass Repair Kit Windshield Tool,Professional Car Accessories Chipped Windshield Repair Kit", "asin": "B0DF59S6H3", "price": "$5.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Crack Repair grgrbrb", "asin": "B0DW83X1WB", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Rain-X 600001-6PK Windshield Repair Kit (Pack of 6)", "asin": "B00T9LQYU6", "price": "$57.60", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2 Bottles Cracked Windshield Repair Kit for Chips and Cracks in Bullseye, Half-Moon, Star-Shaped, 20 Min Quick Fix", "asin": "B0DNDQTLNY", "price": "$10.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, 2 Bottles Nano Glass Crack Repair Liquid Quick Windshield Repair for Chips, Cracks, Bulls-Eye and Star-Shaped Crack.", "asin": "B0DQ53L2XH", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Windshield Repair Kit, Cracks Gone Glass Kit Nano Glass Repair Fluid Windshield Chip Repair Kit, Automotive Windscreen Tool Windshield Chip Repair Kit to Repair Scratches, Cracks", "asin": "B0DP4N1ZZ4", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit, Windshield Crack Repair for Chips and Cracks, Glass, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks, Star Shaped Crack", "asin": "B0D4YNDS3B", "price": "$4.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit - American Essentials Professional Windshield Rock Chip Repair Kit - with Glass Repair Resin and Pit filller for 100 Repairs - Cracked Glass Tool - DIY or Start a Business", "asin": "B076BLDC4F", "price": "$179.00", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Cracked Windshield Repair Kit (2pcs) Car Windshield Crack Repair Kit for Chips Automotive Windscreen Tool for Fix Bullseyes Half-Moon Cracks Star-Shaped Damage Long Line Cracks", "asin": "B0DHNKD8NY", "price": "$9.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Windshield Crack Repair Kit,2025 New Cracks Gone Glass Repair Kit,Premium Car Windshield Crack Repair Fluid Automotive Windscreen Tool,Quick Fix Windshield & Glass Repair Tools.", "asin": "B0DY44JS1Y", "price": "$21.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit,1206-cl-04", "asin": "B0DPPS1RM1", "delivery": "Currently unavailable."},
{"title": "Windshield Repair kit, DIY Glass Cracked Repair Kits, Cracked Windshield Repair kit, Windshield Chip Repair Kit to Repair Scratches, Cracks, and Star-Shaped Crack", "asin": "B0DSZ8DVBV", "price": "$8.99", "delivery": "Two-Day FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."},
{"title": "Windshield Crack Repair Kit - Fix Chips, Cracks, and Restore Your Windshield in Minutes! Easy-to-use, All-Weather Resin Formula for Durable, Professional-Grade Results at Home.", "asin": "B0C5GTP2G3", "price": "$59.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "2pcs Car Windshield Crack Repair Kit, 2024 Upgraded Windshield Repair Kit Cracks Gone Glass Kit, Multifunctional Automotive Windscreen Tool Glass Repair Kit Windshield for Car Truck Bus", "asin": "B0D95SP51W", "price": "$3.49", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair for Chips and Cracks, Glass Repair Fluid with Pressure Injector and Reinforcement Light, Car Windshield Chip Repair Kit Quick Fix for Chips, Cracks (Blue)", "asin": "B0DW834JDZ", "price": "$20.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "American Windshield Repair Kit \u2013 Complete Auto Glass Repair Business Start-Up \u2013 Fix All Types of Stone and Rock Chips \u2013 Glass Chip Repair Tools \u2013 Including Video and Training Manual Download", "asin": "B0769Z8WYW", "price": "$228.80", "delivery": "Two-Day FREE delivery Wed, Apr 16"},
{"title": "Polyurethane Windshield Adhesive - Quick Curing & Weather Resistant Auto Glass Adhesive, Vertical & Overhead Application, Windshield Repair Kit with Gloves, Applicator Tip & Cartridge - 310ml Black", "asin": "B0CXJKZPNP", "price": "$13.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Crack Repair Kit, 2025 New Glass Cracks Gone Repair Kit, Car Windshield Repair Kits for Repairing Car Glass and Cracks (2pcs)", "asin": "B0F1CTCX3T", "price": "$19.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 15"},
{"title": "Windshield Repair Kit for Chips and Cracks \u2013 2 Pack Nano Glass Repair Fluid for Bulls-Eye, Star-Shape, Quick Fix Automotive Windscreen Tool \u2013 Car Windshield Crack Repair Kit", "asin": "B0DP4M19XK", "price": "$9.99", "delivery": "Two-Day FREE delivery Wed, Apr 16"}]
<|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": "2025-04-14T21:01:17.377Z", // 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>
