prompt.content: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.040Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:38.835Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.381Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:39.631Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.144Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:40.617Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.134Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.379Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:41.678Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:42.269Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:43.309Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:44.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:45.778Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:48.958Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:48:09.002Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:48:23.845Z", "action": "input", "action_argument": "backpack with "}
  {"timestamp": "2025-04-16T17:48:23.967Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-16T17:49:00.806Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T17:49:13.797Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:54:58.471Z", "action": "input", "action_argument": "osprey backpack"}
  {"timestamp": "2025-04-16T17:54:58.561Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:54.363Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:55:57.432Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:09.439Z", "action": "click_product", "action_argument": "B0BKQJC98R"}
  {"timestamp": "2025-04-16T17:56:51.260Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:56:54.612Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T17:56:54.718Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:57:13.151Z", "action": "input", "action_argument": "osprey Radial"}
  {"timestamp": "2025-04-16T18:05:51.392Z", "action": "input", "action_argument": "backpack with shoe compartment"}
  {"timestamp": "2025-04-16T18:05:51.602Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-20T05:39:29.392Z", "action": "input", "action_argument": "SCOOP LONGLINE BRALETTE"}
  {"timestamp": "2025-04-20T05:39:29.521Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:29:37.433Z", "action": "input", "action_argument": "\u732b\u773c\u6444\u50cf\u673a"}
  {"timestamp": "2025-04-21T07:29:37.615Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:29:58.412Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:20.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:26.920Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:30:58.470Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:31:05.762Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:15.979Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:16.173Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:32:24.417Z", "action": "input", "action_argument": "homekit "}
  {"timestamp": "2025-04-21T07:32:24.520Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T07:40:21.659Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T07:40:24.373Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:19:18.550Z", "action": "click", "action_argument": "page_related"}
  {"timestamp": "2025-04-21T17:19:26.778Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:19:53.080Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:22:52.650Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:23:11.963Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:25:42.767Z", "action": "click_product", "action_argument": "B0D5BGST5N"}
  {"timestamp": "2025-04-21T17:26:26.578Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-21T17:27:17.970Z", "action": "input", "action_argument": "matter smart light"}
  {"timestamp": "2025-04-21T17:27:18.138Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:28:07.887Z", "action": "click_product", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:28:49.828Z", "action": "purchase", "action_argument": "B0DSJCN9RZ"}
  {"timestamp": "2025-04-21T17:29:06.327Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:25.028Z", "action": "click", "action_argument": "cart_side_bar"}
  {"timestamp": "2025-04-21T17:29:45.661Z", "action": "input", "action_argument": "matter "}
  {"timestamp": "2025-04-21T17:29:45.726Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:31:16.298Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-21T17:31:23.911Z", "action": "purchase", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:31.756Z", "action": "click_product", "action_argument": "B0BYGMR4DX"}
  {"timestamp": "2025-04-21T17:31:44.051Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T17:47:14.846Z", "action": "input", "action_argument": "door sensor"}
  {"timestamp": "2025-04-21T17:47:15.006Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:47:47.054Z", "action": "click_product", "action_argument": "B07ZB2QLC2"}
  {"timestamp": "2025-04-21T17:48:08.859Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:20.963Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T17:48:41.754Z", "action": "click_product", "action_argument": "B07D37VDM3"}
  {"timestamp": "2025-04-21T17:50:44.976Z", "action": "purchase", "action_argument": "B07D37VDM3"}
  <|memory_end|>
  
  <|action_start|>
  {"timestamp": "2025-04-21T17:58:06.924Z", "action": "input", "action_argument": "homekit ac "}
  {"timestamp": "2025-04-21T17:58:07.016Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T17:59:11.298Z", "action": "click_product", "action_argument": "B08Y1PJZZH"}
  {"timestamp": "2025-04-21T17:59:15.212Z", "action": "click", "action_argument": "other"}
  {"timestamp": "2025-04-21T18:02:32.507Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-21T18:02:38.132Z", "action": "click", "action_argument": "suggested_term"}
  {"timestamp": "2025-04-21T18:02:39.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:02:41.842Z", "action": "input", "action_argument": "homekit a/c controller"}
  {"timestamp": "2025-04-21T18:02:43.720Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-21T18:04:04.566Z", "action": "click_product", "action_argument": "B07MTGD3D9"}
  <|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": "homekit a/c controller"}],
  "cart_items": [{"title": "Aqara Zigbee Door and Window Sensor, Wireless Mini Contact Sensor, Home Automation, Requires Aqara Hub, Zigbee Connection, Kid Safety, Compatible with Apple HomeKit, Alexa, Works with IFTTT", "asin": "B07D37VDM3", "price": "$15.29", "quantity": "1"},
  {"title": "Kasa Matter Smart Plug w/ Energy Monitoring, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, KP125M (4-Pack)", "asin": "B0BYGMR4DX", "price": "$41.99", "quantity": "1"},
  {"title": "Tapo TP-Link Smart Light Bulbs, 1100 Lumens High Brightness (75W Equivalent), Matter-Certified, 16M Colors WiFi Light Bulb, Dimmable, Works w/Siri, Alexa & Google Home, A19 E26, L535E(4-Pack)", "asin": "B0DSJCN9RZ", "price": "$35.99", "quantity": "1"},
  {"title": "TP-Link Tapo 2K QHD Pan/Tilt Wi-Fi Camera | Apple HomeKit | Physical Privacy Mode | Color Night Vision | Motion Tracking | 2-Way Audio | Local/Cloud Storage | Works w/Alexa&Google Home | (Tapo C225)", "asin": "B0CHM81YY4", "price": "$39.00", "quantity": "1"},
  {"title": "TP-Link Tapo Matter Supported Smart Plug Mini, Compact Design, 15A/1800W Max, Super Easy Setup, Works with Apple Home, Alexa & Google Home, UL Certified, 2.4G Wi-Fi Only, White, Tapo P125M(3-Pack)", "asin": "B0BXMNJDW3", "price": "$20.33", "quantity": "1"},
  {"title": "Command 20 lb XL Heavyweight Picture Hanging Strips 16 Pairs (32 Command Strips), Damage Free Hanging Picture Hangers, Heavy Duty Wall Hanging Strips for Home Decor, White Adhesive Strips", "asin": "B0B3SR5M71", "price": "$11.99", "quantity": "1"},
  {"title": "Command Large Picture Hanging Strips, White, Holds up to 16 lbs, 14-Pairs, Easy to Open Packaging", "asin": "B073XR4X72", "price": "$9.57", "quantity": "1"},
  {"title": "Command Variety Pack, Including 10 Pairs of Picture Hanging Strips, 6 Wire Hooks and 8 Utility Hooks for Hanging, Organization and Storage, Damage Free Hanging Up to 19 Items, 1 Kit", "asin": "B07712H557", "price": "$13.89", "quantity": "1"},
  {"title": "REALINN Under Sink Organizer, Pull Out Cabinet Organizer 2 Tier Slide Out Sink Shelf Cabinet Storage Shelves, Storage for Kitchen Bathroom, White, 2 Pack", "asin": "B0CFQFMC4F", "price": "$45.99", "quantity": "1"},
  {"title": "Oudain 15.5 ft Pennant Banner Flags, 2 Pcs Nursery Garland Triangle Bunting Flag Baby Banner for Nursery Decor Baby Birthday Boho Wedding Shower Party Event, Each 7.75 ft(Simple Color)", "asin": "B0CYH1HJ39", "price": "$16.49", "quantity": "1"},
  {"title": "LaRibbons 15 PCS Triangle Burlap Banner, 5x7.5 inches 20.5ft Burlap Pennant Banner Flags for Party, Baby Shower Birthday Wedding and Graduation", "asin": "B0DLNQ6PT5", "price": "$9.99", "quantity": "1"},
  {"title": "Boho Bulletin Board Borders Classroom Colorful Border Stickers Boho Die-Cut Border Trims Bulletin Board Scalloped Borders Self-Adhesive for School Blackboard Chalkboard Desk, 91.8 Ft", "asin": "B0BXD86JJ3", "price": "$11.99", "quantity": "1"},
  {"title": "EuTengHao 43Pcs Invisible Nail Screws Wall Hooks No Trace Picture Hangers Traceless Photo Hook Hardwall Drywall Picture Hooks Multi Function Heavy Duty Picture Art Painting Frame Hanger (35Lbs,6Types)", "asin": "B07F2CZD6M", "price": "$9.99", "quantity": "1"},
  {"title": "Large Bulletin Board 48x36 inch,Bulletin Board for Walls,Decorative Picture Display Pin Board,Foldable Wood Frame Felt Board for Home School Office Decor.", "asin": "B0DHRXZ2CK", "price": "$48.99", "quantity": "1"},
  {"title": "ManGuish 2 Pack Console Sofa Table with Power Outlets, 94.4\" L x 5.9\" W x 31.8\" H Long Couch Table with Metal Frame and Charge Station with Extension Cord, Behind Couch Table, Rustic Brown", "asin": "B0DF25TNCG", "price": "$94.99", "quantity": "1"},
  {"title": "SUPTEC Universal Hair Dryer Holder, Blow Dryer Hanger Wall Mount for Hair Dryer Hook with Plug&Cord Organizer Self Adhesive for Cabinet Bathroom(1 Pack White)", "asin": "B09SPX24CL", "price": "$7.49", "quantity": "1"},
  {"title": "Nivea Cellular Luminous 630\u00b0 Anti Dark-Spot Advanced Treatment Serum - 30ml", "asin": "B08W9C17SZ", "price": "$20.95", "quantity": "1"},
  {"title": "ASUS ROG Loki SFX-L 1200W Titanium PC Power Supply (Modular, 80+ Titanium, 135mm PWM Axial Fan, Aura Sync RGB, ATX 3.0, PCIe 5.0 Ready)", "asin": "B0CSFT73DH", "price": "$325.04", "quantity": "1"},
  {"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$169.99", "quantity": "1"},
  {"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
  {"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$23.79", "quantity": "1"},
  {"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"}],
  "promotion_items": [{"title": "Sensibo\nSky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "", "price": "$79.00", "quantity": ""},
  {"title": "Sensibo\nAir - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "", "price": "$124.99", "quantity": ""},
  {"title": "Kasa Smart\nPlug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "", "price": "$14.99", "quantity": ""},
  {"title": "ecobee\nSmart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "", "price": "$249.99", "quantity": ""},
  {"title": "GIDERWEL\nSmart Zigbee 3.0 LED Controller RGBWW Work with ZigBee Hub Bridge,Echo Plus,Tuya Smart Hub for APP/Voice Control RGBCCT RGBW LED Strip Dimming and Color Changing(only Zigbee Controller)\nLED", "asin": "", "price": "$20.99", "quantity": ""},
  {"title": "Sensibo\nSky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "quantity": ""},
  {"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "quantity": ""},
  {"title": "Broadlink\nRM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "quantity": ""},
  {"title": "Broadlink\nRM4mini Smart Remote Hub with Sensor Cable -WiFi IR Blaster for TV Remote, Smart AC Controller, Works with Alexa/Google Home/IFTTT", "asin": "B0872PPSGM", "price": "$29.99", "quantity": ""},
  {"title": "Broadlink\nRM4 pro Smart IR/RF Remote Control Hub with Sensor Cable(2.4GHz Wi-Fi Only)-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Works with Alexa, Google Assistant, IFTTT", "asin": "B0872P4HX7", "price": "$49.99", "quantity": ""}],
  "ads": [{"title": "Sensibo Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9"},
  {"title": "Sensibo Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW"},
  {"title": "Sensibo Air PRO - Air Conditioner Smart Controller & Air Quality Sensor. Smart Thermostat for Mini Split, Window, Portable AC. Temp & Humidity Sensors. Google, Alexa, Siri & Apple HomeKit Compatible", "asin": "B0B12ZBHLZ"}],
  "search_results": [{"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Air PRO - Air Conditioner Smart Controller & Air Quality Sensor. Smart Thermostat for Mini Split, Window, Portable AC. Temp & Humidity Sensors. Google, Alexa, Siri & Apple HomeKit Compatible", "asin": "B0B12ZBHLZ", "price": "$149.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Hub M3 for Home Automation, Matter Controller, Thread Border Router, Features Zigbee, Bluetooth, Wi-Fi, PoE, IR, Supports Alexa, Apple HomeKit, IFTTT", "asin": "B0CWLHSKYC", "price": "$115.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat for Home, WiFi Thermostat Works with Matter, Alexa, Apple Home, Google Assistant, App & Voice Control, 7x24h Scheduling, Energy Saving, C-Wire Required", "asin": "B0D8SW5B2G", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Temperature Controller 15A 1800W, Smart Wi-Fi Thermostat Controlled Outlet Plug Works with Apple Home, Alexa, Google Home for Heating Cooling HomeBrew Fermentation Reptiles GreenHouse", "asin": "B0C4Y9MD4N", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sensi Touch Wi-Fi Smart Thermostat with Touchscreen Color Display, Works with Alexa, Energy Star Certified, C-wire Required, ST75W , White", "asin": "B07CKJQYDW", "price": "$121.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Elevation Home Automation Hub (Model C-7) Compatible with Alexa, HomeKit, Google Home, Zigbee, Z-Wave, Lutron", "asin": "B07D19VVTX", "price": "$94.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "New 2025 ecobee Smart Thermostat Essential - Energy Star Certified programmable Wi-Fi Thermostat - Works with Siri, Alexa, and Google Assistant", "asin": "B0DT9MC2Z9", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Elevation Home Automation Hub (Model C-8) Compatible with Alexa, Apple HomeKit, Google Home, Zigbee, Z-Wave, Aqara", "asin": "B0BSNZVDJ2", "price": "$149.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Garage Door Opener Remote, Compatible with Apple HomeKit, Amazon Alexa, Google Assistant, SmartThings, Multiple Notification Modes, No Hub Needed", "asin": "B084Z5QZR2", "price": "$39.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "WiFi Smart IR Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD SAT etc,Compatible with Alexa and Google Assistant,No Hub Required", "asin": "B07QH1X7PX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Ceiling Fan Control and Dimmer Light Switch, Supports Apple HomeKit, Siri, Alexa, Google & SmartThings, 2.4G Wi-Fi Fan and Light Switch Combo, Neutral Wire Needed, Single Pole, 1 Pack", "asin": "B0CJ34MRWV", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Sensi Smart Thermostat, 100 Years Of Expertise, Wi-Fi, Data Privacy, Programmable, Easy DIY Install, Works With Alexa, Energy Star Certified, Mobile App, ST55", "asin": "B01NB1OB0I", "price": "$79.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Homekit Siri Voice Control, 5V-12V", "asin": "B0DPXKLJJZ", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Button, 5-Keys Smart Switch, Scene Controller, Compatible with Apple HomeKit, Automatically Trigger Accessories & Scenes-Thread (iOS 17.4 or Later is Required)", "asin": "B0C7BLSMMW", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "3 Smart Sprinkler Controller: 16 Zone | Simple Auto Schedules, Quick Run, Local Weather Intelligence. (Save Water w/ Rain, Freeze & Wind Skip)", "asin": "B07CZ5K355", "price": "$230.19", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Elevation Home Automation Hub (Model C-8 Pro) Compatible with Alexa, Apple HomeKit, Google Home, Zigbee, Z-Wave, Matter, Aqara", "asin": "B0CR4G1G8M", "price": "$199.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH8800WF2022, T5 WiFi Smart Thermostat, 7 Day-Programmable Touchscreen, Alexa Ready, Geofencing Technology, Energy Star, C-Wire Required", "asin": "B09X69FSMB", "price": "$94.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Lite Smart Thermostat, Data Privacy, Programmable, Wi-Fi, Easy DIY, Works With Alexa, Energy Star Certified, ST25, Most Systems C-Wire Not Required, Except On Heat/Cool Only and Heat Pump System", "asin": "B0BXZ6KXGG", "price": "$79.00", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 4 left in stock - order soon."},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Smart Thermostat Enhanced - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - Smart Home", "asin": "B09XXTQPXC", "price": "$189.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Matter Smart Wired Hub Gateway for Home Automation, Thread & Tuya Zigbee 3.0 Protocol, 2.4GHz WiFi Only, Matter Controller Supports Google, Alexa, Apple HomeKit", "asin": "B0DJNSZHCR", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Breez Eco | Smart AC Controller for Mini Split, Window, Portable ACS | WiFi, Alexa, Google, Siri Shortcuts, SmartThings, IFTTT, Free App, NO Subscriptions | Schedules, Geofencing, Comfy (Black)", "asin": "B07MBP8RZM", "price": "$79.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "4 Pack HomeKit WiFi Relay Switch, Smart Mini Relay Wireless Light Switch Remote Control Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 16 A", "asin": "B0BKG41791", "price": "$25.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit Smart Plug, 10A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Wireless SocketApp Control, Timer, No Hub Needed, 2.4G WiFi Only, 1 Pack", "asin": "B0CQLWBJRW", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Zigbee 3.0 LED Controller Pro Work with ZigBee Hub Bridge Echo Plus for RGBW RGBWW RGBCCT LED Light Strip, Support Smart APP/Alexa Voice Control Brightness 1%~100%, Adjust Color RGB WW CW", "asin": "B09QKQ24Y7", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Apple Homekit 5V-12V iOS Siri Voice Control,White", "asin": "B0D6RPGPJX", "price": "$10.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "ZigBee 3.0 LED Strip Controller RGB+CCT Mix Dimmable Compatible with SmartThings Amazon Echo Plus App/Voice Control for RGB Warm White Cold White LED Strip Light (Require ZigBee Hub)", "asin": "B07R32CS17", "price": "$26.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit E12 WiFi Smart RGBCW Light Bulb Dimmable Works with Apple Homekit Siri Voice Control", "asin": "B0CXMZC9B7", "price": "$13.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "Smart LED Light Strip 13.2ft RGB LED Lights for Bedroom Christmas Decorating Works with Apple HomeKit Apple HomeKit Google Assistant Voice Control No Hub Required", "asin": "B0DP2HL5SC", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi Smart Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD Air Conditioner SAT etc,No Hub Required Compatible with Alexa and Google Home(IR)", "asin": "B08N1HJYKJ", "price": "$14.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Universal Ceiling Fan Remote Control Kit, Dimmer,3-Speed Remote,Display C eiling F an Light Timing, 4-1 RF C eiling F an Wireless Remote Control Replacement for 110V AC Ceiling Fan, Not for Hugger Fan", "asin": "B0CZNV47R6", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\u30102025 New\u3011 SwitchBot HomeKit Smart Plug Mini 15A, No Hub Required, Energy Monitor, WiFi(2.4G Only) Outlet Works with Apple HomeKit, Alexa, Google Home, App Remote Control & Timer Function(4 Pack)", "asin": "B0DSJGH1VP", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "3rd Gen: Smart 4-Zone Sprinkler Controller, App Enabled Automated Water Scheduling, Alexa Compatible, DIY Simple & Fast Install", "asin": "B0BCHF917X", "price": "$136.13", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "ecobee3 Lite Smart Thermostat - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - DIY Install, Black", "asin": "B06W56TBLN"},
  {"title": "Smart Light Switch (No Neutral, Single Rocker), Requires AQARA HUB, Zigbee Light Switch, Remote Control and Smart Home Automation, Compatible with HomeKit, Google, Works with Alexa, SmartThings", "asin": "B081ZQWX1F", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Bestcon RM4C Mini Universal IR Blaster WiFi Infrared Remote Control Compatible with Alexa Google Home for A/C Broadlink APP", "asin": "B085WYQ1XM", "price": "$17.67", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack, Single Pole Switch, Neutral Wire Required, Work with Apple HomeKit, Alexa, and Google Home,120V AC, 2.4GHz Wi-Fi, Voice & App Remote Control, No Hub Required, White", "asin": "B09WN8GQF2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "C05W RGBCCT PWM SMD FCOB (+ R G B C W) 6PIN LED Strip 2.4GHz Tuya WiFi Group Controller Alexa Google Home Control Match with WR01RF RC03RFB RC04RFB RC05RFB Remote", "asin": "B096VL35RD", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Matter E14 Smart RGBCW Candle Bulb Works with Apple Homekit& Alexa & Google Home, App and Voice Control 5W", "asin": "B0CWYLVH9L", "price": "$16.99", "delivery": "$5 delivery May 2 - 12 Or fastest delivery Apr 28 - May 1"},
  {"title": "GLEDOPTO ZigBee3.0 Pro+ 5 in 1 LED Controller 20A Max RGBCCT/RGBW/RGB/CCT/Dimmer Compatible with Alexa Homey Tuya Smart Life APP Control for RGBCCT RGB WWCW LED Strip Light (Hub Required)", "asin": "B0D1VLNRW8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Matter Smart Switch 16A Mini WiFi Relay Module,DIY Wireless Light Switch Voice Control with Timer&Schedule for Home Automation,Work with Apple Homekit,Alexa,Google Home,CSA Certified", "asin": "B0CNCHW258", "price": "$19.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Dimmer Switch with Remote, White - 1 Pack - Turns Hue Lights On, Off, Dims or Brightens - Requires Hue Bridge - Easy, No-Wire Installation", "asin": "B08W8GLPD5", "price": "$22.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "eufy Smart Lock C33, Fingerprint Keyless Entry Door Lock with Handle, Electronic Keypad Deadbolt for Front Door and Bedrooms, Biometric Door Knob, Wi-Fi, Remote App Control, IP53 Waterproof, Black", "asin": "B0DKF97S22", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Plug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "B07B8W2KHZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "[Upgraded Version] Aqara Dual Relay Module T2 with Matter, Requires Aqara Zigbee 3.0 HUB, Dry Contact Mode for Garage Doors and Boilers, Light Switch & Roller Shade Switch, Supports Homekit and Alexa", "asin": "B0D5XCFPTR", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-21T18:05:00.486Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
prompt.role: user
question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
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  {"title": "Kasa Apple HomeKit Smart Light Switch KS200P3, Single Pole, Neutral Wire Required, 2.4GHz Wi-Fi Light Switch Works with Siri, Alexa and Google Home, UL Certified, No Hub Required, White, 3-Pack", "asin": "B0BTMVQK7C", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Air - Smart Air Conditioner Controller. Apple HomeKit Certified. 60-Seconds Installation. Maintains Comfort and Energy Saving Features. Compatible with Google, Alexa, Apple HomeKit & Siri", "asin": "B08T9XXFRW", "price": "$124.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Temperature Controller 15A 1800W, Smart Wi-Fi Thermostat Controlled Outlet Plug Works with Apple Home, Alexa, Google Home for Heating Cooling HomeBrew Fermentation Reptiles GreenHouse", "asin": "B0C4Y9MD4N", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sensi Touch Wi-Fi Smart Thermostat with Touchscreen Color Display, Works with Alexa, Energy Star Certified, C-wire Required, ST75W , White", "asin": "B07CKJQYDW", "price": "$121.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Elevation Home Automation Hub (Model C-7) Compatible with Alexa, HomeKit, Google Home, Zigbee, Z-Wave, Lutron", "asin": "B07D19VVTX", "price": "$94.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "New 2025 ecobee Smart Thermostat Essential - Energy Star Certified programmable Wi-Fi Thermostat - Works with Siri, Alexa, and Google Assistant", "asin": "B0DT9MC2Z9", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Elevation Home Automation Hub (Model C-8) Compatible with Alexa, Apple HomeKit, Google Home, Zigbee, Z-Wave, Aqara", "asin": "B0BSNZVDJ2", "price": "$149.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Sky, Smart Wireless Air Conditioner Controller. Quick & Easy DIY Installation. Maintains Comfort with Energy Efficient. Automatic Wifi Thermostat Control App. Google, Alexa and Siri Compatible", "asin": "B07MTGD3D9", "price": "$79.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Smart Garage Door Opener Remote, Compatible with Apple HomeKit, Amazon Alexa, Google Assistant, SmartThings, Multiple Notification Modes, No Hub Needed", "asin": "B084Z5QZR2", "price": "$39.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "WiFi Smart IR Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD SAT etc,Compatible with Alexa and Google Assistant,No Hub Required", "asin": "B07QH1X7PX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Ceiling Fan Control and Dimmer Light Switch, Supports Apple HomeKit, Siri, Alexa, Google & SmartThings, 2.4G Wi-Fi Fan and Light Switch Combo, Neutral Wire Needed, Single Pole, 1 Pack", "asin": "B0CJ34MRWV", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Sensi Smart Thermostat, 100 Years Of Expertise, Wi-Fi, Data Privacy, Programmable, Easy DIY Install, Works With Alexa, Energy Star Certified, Mobile App, ST55", "asin": "B01NB1OB0I", "price": "$79.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Homekit Siri Voice Control, 5V-12V", "asin": "B0DPXKLJJZ", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Button, 5-Keys Smart Switch, Scene Controller, Compatible with Apple HomeKit, Automatically Trigger Accessories & Scenes-Thread (iOS 17.4 or Later is Required)", "asin": "B0C7BLSMMW", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "3 Smart Sprinkler Controller: 16 Zone | Simple Auto Schedules, Quick Run, Local Weather Intelligence. (Save Water w/ Rain, Freeze & Wind Skip)", "asin": "B07CZ5K355", "price": "$230.19", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Elevation Home Automation Hub (Model C-8 Pro) Compatible with Alexa, Apple HomeKit, Google Home, Zigbee, Z-Wave, Matter, Aqara", "asin": "B0CR4G1G8M", "price": "$199.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH8800WF2022, T5 WiFi Smart Thermostat, 7 Day-Programmable Touchscreen, Alexa Ready, Geofencing Technology, Energy Star, C-Wire Required", "asin": "B09X69FSMB", "price": "$94.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Lite Smart Thermostat, Data Privacy, Programmable, Wi-Fi, Easy DIY, Works With Alexa, Energy Star Certified, ST25, Most Systems C-Wire Not Required, Except On Heat/Cool Only and Heat Pump System", "asin": "B0BXZ6KXGG", "price": "$79.00", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 4 left in stock - order soon."},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Smart Thermostat Enhanced - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - Smart Home", "asin": "B09XXTQPXC", "price": "$189.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Matter Smart Wired Hub Gateway for Home Automation, Thread & Tuya Zigbee 3.0 Protocol, 2.4GHz WiFi Only, Matter Controller Supports Google, Alexa, Apple HomeKit", "asin": "B0DJNSZHCR", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Breez Eco | Smart AC Controller for Mini Split, Window, Portable ACS | WiFi, Alexa, Google, Siri Shortcuts, SmartThings, IFTTT, Free App, NO Subscriptions | Schedules, Geofencing, Comfy (Black)", "asin": "B07MBP8RZM", "price": "$79.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "4 Pack HomeKit WiFi Relay Switch, Smart Mini Relay Wireless Light Switch Remote Control Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 16 A", "asin": "B0BKG41791", "price": "$25.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit Smart Plug, 10A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Wireless SocketApp Control, Timer, No Hub Needed, 2.4G WiFi Only, 1 Pack", "asin": "B0CQLWBJRW", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Zigbee 3.0 LED Controller Pro Work with ZigBee Hub Bridge Echo Plus for RGBW RGBWW RGBCCT LED Light Strip, Support Smart APP/Alexa Voice Control Brightness 1%~100%, Adjust Color RGB WW CW", "asin": "B09QKQ24Y7", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Apple Homekit 5V-12V iOS Siri Voice Control,White", "asin": "B0D6RPGPJX", "price": "$10.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "ZigBee 3.0 LED Strip Controller RGB+CCT Mix Dimmable Compatible with SmartThings Amazon Echo Plus App/Voice Control for RGB Warm White Cold White LED Strip Light (Require ZigBee Hub)", "asin": "B07R32CS17", "price": "$26.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit E12 WiFi Smart RGBCW Light Bulb Dimmable Works with Apple Homekit Siri Voice Control", "asin": "B0CXMZC9B7", "price": "$13.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "Smart LED Light Strip 13.2ft RGB LED Lights for Bedroom Christmas Decorating Works with Apple HomeKit Apple HomeKit Google Assistant Voice Control No Hub Required", "asin": "B0DP2HL5SC", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi Smart Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD Air Conditioner SAT etc,No Hub Required Compatible with Alexa and Google Home(IR)", "asin": "B08N1HJYKJ", "price": "$14.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Universal Ceiling Fan Remote Control Kit, Dimmer,3-Speed Remote,Display C eiling F an Light Timing, 4-1 RF C eiling F an Wireless Remote Control Replacement for 110V AC Ceiling Fan, Not for Hugger Fan", "asin": "B0CZNV47R6", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\u30102025 New\u3011 SwitchBot HomeKit Smart Plug Mini 15A, No Hub Required, Energy Monitor, WiFi(2.4G Only) Outlet Works with Apple HomeKit, Alexa, Google Home, App Remote Control & Timer Function(4 Pack)", "asin": "B0DSJGH1VP", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "3rd Gen: Smart 4-Zone Sprinkler Controller, App Enabled Automated Water Scheduling, Alexa Compatible, DIY Simple & Fast Install", "asin": "B0BCHF917X", "price": "$136.13", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "ecobee3 Lite Smart Thermostat - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - DIY Install, Black", "asin": "B06W56TBLN"},
  {"title": "Smart Light Switch (No Neutral, Single Rocker), Requires AQARA HUB, Zigbee Light Switch, Remote Control and Smart Home Automation, Compatible with HomeKit, Google, Works with Alexa, SmartThings", "asin": "B081ZQWX1F", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Bestcon RM4C Mini Universal IR Blaster WiFi Infrared Remote Control Compatible with Alexa Google Home for A/C Broadlink APP", "asin": "B085WYQ1XM", "price": "$17.67", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack, Single Pole Switch, Neutral Wire Required, Work with Apple HomeKit, Alexa, and Google Home,120V AC, 2.4GHz Wi-Fi, Voice & App Remote Control, No Hub Required, White", "asin": "B09WN8GQF2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "C05W RGBCCT PWM SMD FCOB (+ R G B C W) 6PIN LED Strip 2.4GHz Tuya WiFi Group Controller Alexa Google Home Control Match with WR01RF RC03RFB RC04RFB RC05RFB Remote", "asin": "B096VL35RD", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Matter E14 Smart RGBCW Candle Bulb Works with Apple Homekit& Alexa & Google Home, App and Voice Control 5W", "asin": "B0CWYLVH9L", "price": "$16.99", "delivery": "$5 delivery May 2 - 12 Or fastest delivery Apr 28 - May 1"},
  {"title": "GLEDOPTO ZigBee3.0 Pro+ 5 in 1 LED Controller 20A Max RGBCCT/RGBW/RGB/CCT/Dimmer Compatible with Alexa Homey Tuya Smart Life APP Control for RGBCCT RGB WWCW LED Strip Light (Hub Required)", "asin": "B0D1VLNRW8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Matter Smart Switch 16A Mini WiFi Relay Module,DIY Wireless Light Switch Voice Control with Timer&Schedule for Home Automation,Work with Apple Homekit,Alexa,Google Home,CSA Certified", "asin": "B0CNCHW258", "price": "$19.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Dimmer Switch with Remote, White - 1 Pack - Turns Hue Lights On, Off, Dims or Brightens - Requires Hue Bridge - Easy, No-Wire Installation", "asin": "B08W8GLPD5", "price": "$22.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "eufy Smart Lock C33, Fingerprint Keyless Entry Door Lock with Handle, Electronic Keypad Deadbolt for Front Door and Bedrooms, Biometric Door Knob, Wi-Fi, Remote App Control, IP53 Waterproof, Black", "asin": "B0DKF97S22", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Plug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "B07B8W2KHZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "[Upgraded Version] Aqara Dual Relay Module T2 with Matter, Requires Aqara Zigbee 3.0 HUB, Dry Contact Mode for Garage Doors and Boilers, Light Switch & Roller Shade Switch, Supports Homekit and Alexa", "asin": "B0D5XCFPTR", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-21T18:05:00.486Z", // the timestamp when this action occurs.
  "action": "string", // select one plausible action from: input, click_product, purchase, or click.
  "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
  }
  </answer>"
  
  <|im_end|>
  <|im_start|>assistant
  <think>
  
extra_info.question: <|im_start|>system
  You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
  <|im_end|>
  <|im_start|>user
  You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
  Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 
  
  <|actionspace_start|>
  Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
  1. input:
  Action: Type text into an input field to search for a specific product. 
  Action Argument: the input_text is the specific text entered by the customer.
  {
  "timestamp": "timestamp",
  "action": "input",
  "action_argument": "input_text",
  }
  
  2. click:
  Action: Click on a UI interface button or clickable element on the Amazon website.
  Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
  {
  "timestamp": "timestamp",
  "action": "click",
  "action_argument": "clickable_name",
  }
  
  3. click_product:
  Action: Click on product links or product images.
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
  {
  "timestamp": "timestamp",
  "action": "click_product",
  "action_argument": "product_asin",
  }
  
  4. purchase:
  Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
  Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
  {
  "timestamp": "timestamp",
  "action": "purchase",
  "action_argument": "product_asin",
  }
  <|actionspace_end|>
  
  <|memory_start|>
  {"timestamp": "2025-04-16T17:12:35.529Z", "action": "click", "action_argument": "nav_bar"}
  {"timestamp": "2025-04-16T17:44:10.338Z", "action": "click_product", "action_argument": "B0C5SPSRNG"}
  {"timestamp": "2025-04-16T17:45:11.378Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:14.934Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:16.419Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:21.277Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:24.450Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:28.162Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:29.812Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:32.123Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:34.185Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:35.841Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:37.811Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:39.525Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:41.025Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:42.473Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:43.305Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:44.836Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:45.530Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:48.225Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:45:52.858Z", "action": "click", "action_argument": "quantity"}
  {"timestamp": "2025-04-16T17:45:54.786Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:01.450Z", "action": "click", "action_argument": "search"}
  {"timestamp": "2025-04-16T17:46:37.234Z", "action": "click_product", "action_argument": "B0CYSR6VHW"}
  {"timestamp": "2025-04-16T17:46:51.247Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:53.624Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:46:56.457Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:00.500Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:02.147Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:09.026Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:11.967Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.002Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:15.935Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:16.977Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:17.765Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:19.297Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:20.384Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:21.387Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.075Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:23.806Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:24.521Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:25.445Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.411Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:26.984Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.248Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:27.949Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:28.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:29.223Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:30.658Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:31.752Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:32.690Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:33.425Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:34.485Z", "action": "click", "action_argument": "review"}
  {"timestamp": "2025-04-16T17:47:37.325Z", "action": "click", "action_argument": "review"}
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  <|observation_start|>
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  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Sensi Lite Smart Thermostat, Data Privacy, Programmable, Wi-Fi, Easy DIY, Works With Alexa, Energy Star Certified, ST25, Most Systems C-Wire Not Required, Except On Heat/Cool Only and Heat Pump System", "asin": "B0BXZ6KXGG", "price": "$79.00", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 4 left in stock - order soon."},
  {"title": "Smart Air Conditioner Controller, WiFi Thermostat for Home, IR Remote Control for Mini Split, Portable, Window AC & Heat Pumps, Programmable Smart Home Controller Compatible with Alexa, Google", "asin": "B0D1R3SM65", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Homekit WiFi Relay Switch, Smart Relay Wireless Remote Control Light Switch Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 2 Pack (Square)", "asin": "B09ZKDW27W", "price": "$16.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Smart Thermostat Enhanced - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - Smart Home", "asin": "B09XXTQPXC", "price": "$189.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Nest Thermostat - Smart Thermostat for Home - Programmable Wifi Thermostat - Charcoal", "asin": "B08HRPDBFF", "price": "$104.00", "delivery": "FREE delivery Apr 28 - May 1 for Prime members Only 11 left in stock - order soon."},
  {"title": "Sensi Touch 2 Smart Thermostat with Touchscreen Color Display, 100 Years of Expertise, Programmable, Wi-Fi, Data Privacy, Easy DIY, Works with Alexa, Energy Star Certified, ST76W, C-Wire Required", "asin": "B0BKH7TCSP", "price": "$134.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Matter Smart Wired Hub Gateway for Home Automation, Thread & Tuya Zigbee 3.0 Protocol, 2.4GHz WiFi Only, Matter Controller Supports Google, Alexa, Apple HomeKit", "asin": "B0DJNSZHCR", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Breez Eco | Smart AC Controller for Mini Split, Window, Portable ACS | WiFi, Alexa, Google, Siri Shortcuts, SmartThings, IFTTT, Free App, NO Subscriptions | Schedules, Geofencing, Comfy (Black)", "asin": "B07MBP8RZM", "price": "$79.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Thermostat for Home with Touchscreen Color Display, WiFi Smart Thermostat Compatible with Alexa and Google Assistant, 7day/8period Programmable, Energy Saving, C-Wire Required, Screen Size 2.8\"", "asin": "B0CH9YMVNJ", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "4 Pack HomeKit WiFi Relay Switch, Smart Mini Relay Wireless Light Switch Remote Control Voice Control Outlet Timer Work with Siri, Alexa and Google Assistant DIY Your Home 16 A", "asin": "B0BKG41791", "price": "$25.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit Smart Plug, 10A & Reliable Wi-Fi, Support Apple HomeKit, Siri, Wireless SocketApp Control, Timer, No Hub Needed, 2.4G WiFi Only, 1 Pack", "asin": "B0CQLWBJRW", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Zigbee 3.0 LED Controller Pro Work with ZigBee Hub Bridge Echo Plus for RGBW RGBWW RGBCCT LED Light Strip, Support Smart APP/Alexa Voice Control Brightness 1%~100%, Adjust Color RGB WW CW", "asin": "B09QKQ24Y7", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Homekit RGB Smart LED Light Strip Controller for Apple Homekit 5V-12V iOS Siri Voice Control,White", "asin": "B0D6RPGPJX", "price": "$10.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "ZigBee 3.0 LED Strip Controller RGB+CCT Mix Dimmable Compatible with SmartThings Amazon Echo Plus App/Voice Control for RGB Warm White Cold White LED Strip Light (Require ZigBee Hub)", "asin": "B07R32CS17", "price": "$26.98", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "Homekit E12 WiFi Smart RGBCW Light Bulb Dimmable Works with Apple Homekit Siri Voice Control", "asin": "B0CXMZC9B7", "price": "$13.99", "delivery": "$5 delivery May 1 - 8 Or fastest delivery Apr 25 - 29"},
  {"title": "Smart LED Light Strip 13.2ft RGB LED Lights for Bedroom Christmas Decorating Works with Apple HomeKit Apple HomeKit Google Assistant Voice Control No Hub Required", "asin": "B0DP2HL5SC", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "WiFi Smart Remote Controller Smart Home Infrared Universal Remote Blaster,One for All Control AC TV DVD CD AUD Air Conditioner SAT etc,No Hub Required Compatible with Alexa and Google Home(IR)", "asin": "B08N1HJYKJ", "price": "$14.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Universal Ceiling Fan Remote Control Kit, Dimmer,3-Speed Remote,Display C eiling F an Light Timing, 4-1 RF C eiling F an Wireless Remote Control Replacement for 110V AC Ceiling Fan, Not for Hugger Fan", "asin": "B0CZNV47R6", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "\u30102025 New\u3011 SwitchBot HomeKit Smart Plug Mini 15A, No Hub Required, Energy Monitor, WiFi(2.4G Only) Outlet Works with Apple HomeKit, Alexa, Google Home, App Remote Control & Timer Function(4 Pack)", "asin": "B0DSJGH1VP", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
  {"title": "3rd Gen: Smart 4-Zone Sprinkler Controller, App Enabled Automated Water Scheduling, Alexa Compatible, DIY Simple & Fast Install", "asin": "B0BCHF917X", "price": "$136.13", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "IR/RF Smart Home Hub-WiFi IR/RF Blaster for Home Automation, TV, Curtain, Shades Remote, Smart AC Controller, Works with Alexa, Google Assistant, IFTTT (RM4 pro)", "asin": "B086VBXSDH", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "ecobee3 Lite Smart Thermostat - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant - Energy Star Certified - DIY Install, Black", "asin": "B06W56TBLN"},
  {"title": "Smart Light Switch (No Neutral, Single Rocker), Requires AQARA HUB, Zigbee Light Switch, Remote Control and Smart Home Automation, Compatible with HomeKit, Google, Works with Alexa, SmartThings", "asin": "B081ZQWX1F", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Bestcon RM4C Mini Universal IR Blaster WiFi Infrared Remote Control Compatible with Alexa Google Home for A/C Broadlink APP", "asin": "B085WYQ1XM", "price": "$17.67", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Light Switch 4 Pack, Single Pole Switch, Neutral Wire Required, Work with Apple HomeKit, Alexa, and Google Home,120V AC, 2.4GHz Wi-Fi, Voice & App Remote Control, No Hub Required, White", "asin": "B09WN8GQF2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "C05W RGBCCT PWM SMD FCOB (+ R G B C W) 6PIN LED Strip 2.4GHz Tuya WiFi Group Controller Alexa Google Home Control Match with WR01RF RC03RFB RC04RFB RC05RFB Remote", "asin": "B096VL35RD", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Matter E14 Smart RGBCW Candle Bulb Works with Apple Homekit& Alexa & Google Home, App and Voice Control 5W", "asin": "B0CWYLVH9L", "price": "$16.99", "delivery": "$5 delivery May 2 - 12 Or fastest delivery Apr 28 - May 1"},
  {"title": "GLEDOPTO ZigBee3.0 Pro+ 5 in 1 LED Controller 20A Max RGBCCT/RGBW/RGB/CCT/Dimmer Compatible with Alexa Homey Tuya Smart Life APP Control for RGBCCT RGB WWCW LED Strip Light (Hub Required)", "asin": "B0D1VLNRW8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 22"},
  {"title": "Matter Smart Switch 16A Mini WiFi Relay Module,DIY Wireless Light Switch Voice Control with Timer&Schedule for Home Automation,Work with Apple Homekit,Alexa,Google Home,CSA Certified", "asin": "B0CNCHW258", "price": "$19.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 22 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
  {"title": "Smart Dimmer Switch with Remote, White - 1 Pack - Turns Hue Lights On, Off, Dims or Brightens - Requires Hue Bridge - Easy, No-Wire Installation", "asin": "B08W8GLPD5", "price": "$22.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "Kasa Apple HomeKit Smart Dimmer Switch KS220P3, Single Pole, Neutral Wire Required,2.4GHz Wi-Fi Light Works with Siri, Alexa and Google Home,UL Certified, No Hub Required,White, 3 Count (Pack of 1)", "asin": "B0BTMWZH3K", "price": "$49.58", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "eufy Smart Lock C33, Fingerprint Keyless Entry Door Lock with Handle, Electronic Keypad Deadbolt for Front Door and Bedrooms, Biometric Door Knob, Wi-Fi, Remote App Control, IP53 Waterproof, Black", "asin": "B0DKF97S22", "price": "$129.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "TP-Link Tapo Smart Plug Outlet Extender, Surge Protector, 18W Fast Charging, 3 Individual Smart Outlets, 1x USB-C & 2X USB-A, Smart Night Light, Works w/Apple HomeKit, Alexa & Google Home, Tapo P306", "asin": "B0CYGSFFFW", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Smart Thermostat Premium with Smart Sensor and Air Quality Monitor - Programmable Wifi Thermostat - Works with Siri, Alexa, Google Assistant", "asin": "B09XXS48P8", "price": "$249.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
  {"title": "Plug HS103P2, Smart Home Wi-Fi Outlet Works with Alexa, Echo, Google Home & IFTTT, No Hub Required, Remote Control,15 Amp,UL Certified, (Pack of 2) White", "asin": "B07B8W2KHZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
  {"title": "RM4 Mini IR Universal Remote Control (2.4 GHz Wi-Fi Only), Smart Home Automation Wi-Fi Infrared Blaster for TV, AC, STB Audio, Works with Alexa, Google Home, IFTTT", "asin": "B07ZSF46BX", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "[Upgraded Version] Aqara Dual Relay Module T2 with Matter, Requires Aqara Zigbee 3.0 HUB, Dry Contact Mode for Garage Doors and Boilers, Light Switch & Roller Shade Switch, Supports Homekit and Alexa", "asin": "B0D5XCFPTR", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
  {"title": "Home RTH9600WF Smart Color Thermostat Energy Star Wi-Fi Programmable Touchscreen Alexa Ready - C-Wire Required, Not Compatible with Line Volt Heating", "asin": "B09TBGGLQB", "price": "$179.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}]
  <|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": "2025-04-21T18:05:00.486Z", // 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>
  