<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
<|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": "\u88ab\u5b50"
}
  ],
  "cart_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Pacific Coast Goose Feather Down Fiber Comforters King Size, Extra Fluffy White Duvet Insert, Ultra-Soft, Breathable, All Season Hotel Luxury Bedding Comforters, 8 Corner & Center Loops (106\"x90\")", "asin": "B0DQGZG3W4", "price": "$189.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - King Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo King Comforter", "asin": "B0CLLDLDSV", "price": "$119.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Full Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 82 x 86 Inch", "asin": "B0DZ24T31R", "price": "$64.99", "quantity": ""},
    {"title": "Beautyrest White Goose Feather Down Fiber Comforter,Ultra-Soft 100% Cotton Duvet Insert Full/Queen Size,Hotel Collection Luxury All Season Bedding Comforter with Corner Tabs,White/Queen,90\"x90\"", "asin": "B0D97CR1GH", "price": "$110.49", "quantity": ""},
    {"title": "", "asin": "B08GL9YDH3", "price": "", "quantity": ""},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - Queen Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo Queen Comforter", "asin": "B0CLLCX4MX", "price": "$109.99", "quantity": ""},
    {"title": "COHOME Oversized Queen 2200 Series Down Alternative Comforter - Quilted Duvet Insert with Corner Tabs All-Season - Soft Luxury Hotel Comforter - Winter Warm - Reversible - White", "asin": "B07TQ7MVBS", "price": "$59.90", "quantity": ""},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Twin Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 68 x 90 Inch", "asin": "B0DZ261K43", "price": "$52.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSS9W7HP"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSSB3N4R"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CX8NT11V"
}
  ],
  "search_results": [
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Queen Size (White)", "asin": "B00S1TC442", "price": "$22.79", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Comforters Queen Size - Down Alternative Comforter for All Season, GentleSoft\u2122 Prewashed Duvet with 4 Tabs, Lightweight & Warm Bedding - Machine Washable, Linen, Queen, 88x88 Inches", "asin": "B0D93VGHZZ", "price": "$33.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Down Alternative Comforter (Twin, White) - All Season Comforter - Plush Siliconized Fiberfill Duvet Insert - Box Stitched", "asin": "B01JPECQF8", "price": "$20.41", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Litanika King Size Comforter Set Sage Green, 3 Pieces Lightweight Solid Comforter King Size, All Season Fluffy Down Alternative Comforter Bed Set Quilt Blanket", "asin": "B0BBLSP6BD", "price": "$34.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,Dark Grey,88x88 inches", "asin": "B075GGR33H", "price": "$39.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "B00NWPUKMS", "price": "$20.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "BedTreat Down Alternative Comforter Twin Duvet Insert with Corner Tabs, All Season Quilted Bed Comforter Box-Stitched Lightweight Quilt Twin Comforter White\uff0cMachine Washable Microfiber Bedding", "asin": "B0B463M8VS", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Serta Goose Feather Down Fiber Cotton Comforter Queen Size - 100% Cotton Duvet Insert - Hotel Luxury Hypoallergenic Bedding Comforter All Season Medium Warmth 90 x 90 Inch White", "asin": "B082YL5ZT1", "price": "$64.31", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Amazon Basics Comforter Blanket Twin/Twin XL, Reversible Lightweight Microfiber All Season Blanket, Navy/Sky Blue", "asin": "B00Q7OEZFY", "price": "$18.99", "delivery": "FREE delivery Tue, May 6 for Prime members"},
    {"title": "COHOME Queen Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 88''x88''", "asin": "B07G81GQ3Q", "price": "$36.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,White,88x88 inches", "asin": "B07D276DRM", "price": "$39.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Fleece Blanket Queen Size Grey 300GSM Luxury Anti-Static Fuzzy Soft Microfiber Bed Blanket (90x90 Inch)", "asin": "B073H8STZ7", "price": "$23.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Cosybay Queen Feather and Down Fiber Comforter, Ultra Fluffy Duvet Insert Queen Size, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 90\"x90\"", "asin": "B0CFT3RTXX", "price": "$49.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches", "asin": "B0CTGD5XLM", "price": "$25.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Feather Down Fiber Comforter Queen Size, Ultra Soft 100% Cotton Duvet Insert, Luxurious Hotel Collection White Bedding Comforters, All Season Medium Warmth 90 x 90 Inch.", "asin": "B0DK6Z78G2", "price": "$99.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "ViscoSoft All Seasons Twin/Twin XL Down Alternative Reversible Quilted Comforter - Breathable Twin Extra Long Premium Soft Microfiber, Gray", "asin": "B07CMDDRFW", "price": "$34.50", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Sherpa Fleece Throw Blanket Twin Size for Couch - Thick and Warm, Soft Fuzzy Plush Blanke for Winter, Grey, 60x80 Inches", "asin": "B0158ER0E6", "price": "$28.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B09WRJ8TWM", "price": "$19.49", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Fleece King Size Blankets for Bed Grey - Soft Lightweight Plush Cozy Fuzzy Luxury Warm Winter Blanket Microfiber, 108x90 inches", "asin": "B0157T2RX6", "price": "$29.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "APSMILE Queen Size Feathers Down Comforter - Ultra Soft All Seasons 100% Organic Cotton Feathers Down Duvet Insert Medium Warm Quilted Bed Comforter with Corner Tabs (90x90,Ivory White)", "asin": "B0821MQTC4", "price": "$82.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "UNIKOME Queen Comforter Set White - Lightweight Soft Pintuck Down Alternative Bedding Set for Summer, All Seasons, 3 Pieces Pinch Pleat Solid Bed Set with Comforter, 2 Pillowcases", "asin": "B0CDLSTJBS", "price": "$29.44", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ROSGONIA Queen Comforter Set Charcoal Grey, 3pcs (1 Dark Gray Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt", "asin": "B0BHJ8PWCB", "price": "$48.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "NANPIPER Sherpa Twin Thick Warm Reversible Velvet Plush Blanket for Winter - Super Soft Fuzzy Flannel Fleece Wool Like (Light Grey Twin Size 60\"x80\")", "asin": "B07GRNLDH1", "price": "$30.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Royoliving Premium Feathers Down Duvet Insert Comforter King Size All Season Medium Warmth White 100% Cotton Cover with Corner Tabs (106x90, 60 oz)", "asin": "B07SLHV6PY", "price": "$102.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Comforter King Size Duvet Insert White, All Season Down Alternative Comforter, Ultra Soft Quilted Bedding Comforter with 8 Corner Tabs, Machine Washable", "asin": "B09XDXB6ML", "price": "$29.99", "delivery": "FREE delivery May 21 - Jun 23 for Prime members"},
    {"title": "Dorrin Nessin Twin Size Down Alternative Comforter All Season Duvet Insert(White,68x90)-Ultra Soft Double Brushed Microfiber Quilt Cover, Classic Box Stitched with 8 Corner Tabs", "asin": "B07X3YZM3H", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ACCURATEX Duvet Insert Queen Comforter - Fluffy Down Alternative Fill Hotel Collection Comforter for Queen Bed,Lightweight Soft All Season Duvet Insert with Corner Tabs - Machine Washable,White,90x90", "asin": "B07V5G1BDL", "price": "$44.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:42.941Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
<|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": "\u88ab\u5b50"
}
  ],
  "cart_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Pacific Coast Goose Feather Down Fiber Comforters King Size, Extra Fluffy White Duvet Insert, Ultra-Soft, Breathable, All Season Hotel Luxury Bedding Comforters, 8 Corner & Center Loops (106\"x90\")", "asin": "B0DQGZG3W4", "price": "$189.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - King Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo King Comforter", "asin": "B0CLLDLDSV", "price": "$119.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Full Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 82 x 86 Inch", "asin": "B0DZ24T31R", "price": "$64.99", "quantity": ""},
    {"title": "Beautyrest White Goose Feather Down Fiber Comforter,Ultra-Soft 100% Cotton Duvet Insert Full/Queen Size,Hotel Collection Luxury All Season Bedding Comforter with Corner Tabs,White/Queen,90\"x90\"", "asin": "B0D97CR1GH", "price": "$110.49", "quantity": ""},
    {"title": "", "asin": "B08GL9YDH3", "price": "", "quantity": ""},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - Queen Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo Queen Comforter", "asin": "B0CLLCX4MX", "price": "$109.99", "quantity": ""},
    {"title": "COHOME Oversized Queen 2200 Series Down Alternative Comforter - Quilted Duvet Insert with Corner Tabs All-Season - Soft Luxury Hotel Comforter - Winter Warm - Reversible - White", "asin": "B07TQ7MVBS", "price": "$59.90", "quantity": ""},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Twin Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 68 x 90 Inch", "asin": "B0DZ261K43", "price": "$52.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSS9W7HP"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSSB3N4R"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CX8NT11V"
}
  ],
  "search_results": [
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Queen Size (White)", "asin": "B00S1TC442", "price": "$22.79", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Comforters Queen Size - Down Alternative Comforter for All Season, GentleSoft\u2122 Prewashed Duvet with 4 Tabs, Lightweight & Warm Bedding - Machine Washable, Linen, Queen, 88x88 Inches", "asin": "B0D93VGHZZ", "price": "$33.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Down Alternative Comforter (Twin, White) - All Season Comforter - Plush Siliconized Fiberfill Duvet Insert - Box Stitched", "asin": "B01JPECQF8", "price": "$20.41", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Litanika King Size Comforter Set Sage Green, 3 Pieces Lightweight Solid Comforter King Size, All Season Fluffy Down Alternative Comforter Bed Set Quilt Blanket", "asin": "B0BBLSP6BD", "price": "$34.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,Dark Grey,88x88 inches", "asin": "B075GGR33H", "price": "$39.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "B00NWPUKMS", "price": "$20.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "BedTreat Down Alternative Comforter Twin Duvet Insert with Corner Tabs, All Season Quilted Bed Comforter Box-Stitched Lightweight Quilt Twin Comforter White\uff0cMachine Washable Microfiber Bedding", "asin": "B0B463M8VS", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Serta Goose Feather Down Fiber Cotton Comforter Queen Size - 100% Cotton Duvet Insert - Hotel Luxury Hypoallergenic Bedding Comforter All Season Medium Warmth 90 x 90 Inch White", "asin": "B082YL5ZT1", "price": "$64.31", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Amazon Basics Comforter Blanket Twin/Twin XL, Reversible Lightweight Microfiber All Season Blanket, Navy/Sky Blue", "asin": "B00Q7OEZFY", "price": "$18.99", "delivery": "FREE delivery Tue, May 6 for Prime members"},
    {"title": "COHOME Queen Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 88''x88''", "asin": "B07G81GQ3Q", "price": "$36.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,White,88x88 inches", "asin": "B07D276DRM", "price": "$39.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Fleece Blanket Queen Size Grey 300GSM Luxury Anti-Static Fuzzy Soft Microfiber Bed Blanket (90x90 Inch)", "asin": "B073H8STZ7", "price": "$23.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Cosybay Queen Feather and Down Fiber Comforter, Ultra Fluffy Duvet Insert Queen Size, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 90\"x90\"", "asin": "B0CFT3RTXX", "price": "$49.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches", "asin": "B0CTGD5XLM", "price": "$25.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Feather Down Fiber Comforter Queen Size, Ultra Soft 100% Cotton Duvet Insert, Luxurious Hotel Collection White Bedding Comforters, All Season Medium Warmth 90 x 90 Inch.", "asin": "B0DK6Z78G2", "price": "$99.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "ViscoSoft All Seasons Twin/Twin XL Down Alternative Reversible Quilted Comforter - Breathable Twin Extra Long Premium Soft Microfiber, Gray", "asin": "B07CMDDRFW", "price": "$34.50", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Sherpa Fleece Throw Blanket Twin Size for Couch - Thick and Warm, Soft Fuzzy Plush Blanke for Winter, Grey, 60x80 Inches", "asin": "B0158ER0E6", "price": "$28.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B09WRJ8TWM", "price": "$19.49", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Fleece King Size Blankets for Bed Grey - Soft Lightweight Plush Cozy Fuzzy Luxury Warm Winter Blanket Microfiber, 108x90 inches", "asin": "B0157T2RX6", "price": "$29.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "APSMILE Queen Size Feathers Down Comforter - Ultra Soft All Seasons 100% Organic Cotton Feathers Down Duvet Insert Medium Warm Quilted Bed Comforter with Corner Tabs (90x90,Ivory White)", "asin": "B0821MQTC4", "price": "$82.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "UNIKOME Queen Comforter Set White - Lightweight Soft Pintuck Down Alternative Bedding Set for Summer, All Seasons, 3 Pieces Pinch Pleat Solid Bed Set with Comforter, 2 Pillowcases", "asin": "B0CDLSTJBS", "price": "$29.44", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ROSGONIA Queen Comforter Set Charcoal Grey, 3pcs (1 Dark Gray Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt", "asin": "B0BHJ8PWCB", "price": "$48.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "NANPIPER Sherpa Twin Thick Warm Reversible Velvet Plush Blanket for Winter - Super Soft Fuzzy Flannel Fleece Wool Like (Light Grey Twin Size 60\"x80\")", "asin": "B07GRNLDH1", "price": "$30.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Royoliving Premium Feathers Down Duvet Insert Comforter King Size All Season Medium Warmth White 100% Cotton Cover with Corner Tabs (106x90, 60 oz)", "asin": "B07SLHV6PY", "price": "$102.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Comforter King Size Duvet Insert White, All Season Down Alternative Comforter, Ultra Soft Quilted Bedding Comforter with 8 Corner Tabs, Machine Washable", "asin": "B09XDXB6ML", "price": "$29.99", "delivery": "FREE delivery May 21 - Jun 23 for Prime members"},
    {"title": "Dorrin Nessin Twin Size Down Alternative Comforter All Season Duvet Insert(White,68x90)-Ultra Soft Double Brushed Microfiber Quilt Cover, Classic Box Stitched with 8 Corner Tabs", "asin": "B07X3YZM3H", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ACCURATEX Duvet Insert Queen Comforter - Fluffy Down Alternative Fill Hotel Collection Comforter for Queen Bed,Lightweight Soft All Season Duvet Insert with Corner Tabs - Machine Washable,White,90x90", "asin": "B07V5G1BDL", "price": "$44.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:42.941Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-04T04:15:31.331Z", "action": "input", "action_argument": "jump starter"}
{"timestamp": "2025-04-04T04:15:48.462Z", "action": "click_product", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:13.804Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-04T04:16:18.908Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-04T04:16:23.716Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:25.645Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:27.270Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:29.487Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:31.260Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:33.216Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:35.183Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:37.321Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:39.359Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:41.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:43.956Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:46.587Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:48.165Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:49.602Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:16:51.283Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:03.299Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:04.816Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-04T04:17:19.685Z", "action": "purchase", "action_argument": "B015TKPT1A"}
{"timestamp": "2025-04-12T20:51:52.658Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.656Z", "action": "input", "action_argument": "passport protector"}
{"timestamp": "2025-04-12T20:52:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:38.977Z", "action": "input", "action_argument": "car windsh"}
{"timestamp": "2025-04-15T20:34:39.062Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T20:34:47.309Z", "action": "input", "action_argument": "car windshield inner cleaner tool"}
{"timestamp": "2025-04-15T20:34:58.535Z", "action": "click_product", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-15T20:35:30.755Z", "action": "purchase", "action_argument": "B07SGQJ6C9"}
{"timestamp": "2025-04-26T03:30:22.914Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:40.451Z", "action": "input", "action_argument": "zipper bags for clothes"}
{"timestamp": "2025-04-26T03:30:40.527Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:30:51.225Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-26T03:30:54.035Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:07.451Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:31:14.359Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:32.047Z", "action": "input", "action_argument": "garment covers"}
{"timestamp": "2025-04-26T03:31:37.777Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-26T03:43:48.476Z", "action": "purchase", "action_argument": "B0CQ2FVH66"}
{"timestamp": "2025-04-26T03:44:45.017Z", "action": "input", "action_argument": "shipping box 16*16*12"}
{"timestamp": "2025-04-26T03:46:09.666Z", "action": "input", "action_argument": "shipping box 16 16 12"}
{"timestamp": "2025-04-26T03:46:25.255Z", "action": "click_product", "action_argument": "B01D272I5M"}
{"timestamp": "2025-04-26T03:50:38.053Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:50:53.410Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:08.955Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T03:52:13.303Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:18.671Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:52:23.686Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:09.895Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T03:53:16.371Z", "action": "input", "action_argument": "16x14x10 box"}
{"timestamp": "2025-04-26T03:55:44.358Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-26T03:57:51.060Z", "action": "purchase", "action_argument": "B08K3PVMVN"}
{"timestamp": "2025-04-26T03:57:59.240Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T03:58:28.195Z", "action": "click_product", "action_argument": "B09KY4C3J5"}
{"timestamp": "2025-04-26T03:59:14.837Z", "action": "click_product", "action_argument": "B08V57V8LR"}
{"timestamp": "2025-04-26T03:59:43.204Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T03:59:56.926Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:04.425Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:06.853Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-26T04:00:09.646Z", "action": "purchase", "action_argument": "B08YJBM69C"}
{"timestamp": "2025-04-26T04:01:10.614Z", "action": "click_product", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:01:32.052Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-26T04:02:16.340Z", "action": "purchase", "action_argument": "B01M622WIK"}
{"timestamp": "2025-04-26T04:02:19.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-26T04:02:35.059Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:02:50.061Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:02:50.622Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-26T04:03:26.542Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:03:41.046Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:03:55.915Z", "action": "input", "action_argument": "shipping box 16 14 10"}
{"timestamp": "2025-04-26T04:04:01.032Z", "action": "input", "action_argument": "shipping box 20 16 10"}
{"timestamp": "2025-04-26T04:04:54.874Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-26T04:05:22.235Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-26T04:17:55.718Z", "action": "input", "action_argument": "shipping box 14 14 6"}
{"timestamp": "2025-04-29T02:30:55.487Z", "action": "input", "action_argument": "apple airtag"}
{"timestamp": "2025-04-29T02:32:19.997Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-29T02:32:50.945Z", "action": "click_product", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-29T02:33:21.203Z", "action": "purchase", "action_argument": "B0D54JZTHY"}
{"timestamp": "2025-04-30T07:37:15.417Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-30T07:37:20.791Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T07:38:29.902Z", "action": "purchase", "action_argument": "B073F13NBC"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-30T07:38:47.954Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-30T07:38:52.345Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:53.496Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:54.900Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:56.274Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:38:57.824Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-30T07:39:06.680Z", "action": "click_product", "action_argument": "B073F13NBC"}
<|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": "\u88ab\u5b50"
}
  ],
  "cart_items": [
    {"title": "LOFE Organic Buckwheat Pillow for Sleeping - Kids/Travel Size 11''x16'', Adjustable Loft, Breathable for Cool Sleep, Cervical Support for Back and Side Sleepers(Tartary Buckwheat Hulls)", "asin": "B0BTV4ZMGP", "price": "$28.99", "quantity": "1"},
    {"title": "L LOVSOUL Down Alternative Queen Comforter Duvet Insert,All Season Duvet Insert with Corner Tabs,White Comforter Queen Size 90x90Inches", "asin": "B073F13NBC", "price": "$29.99", "quantity": "1"},
    {"title": "Allen Brothers, Beef Ribeye Steak, Boneless, USDA Prime, 1 lb", "asin": "B0CSDXNWVR", "price": "$54.33"},
    {"title": "Lindt LINDOR Milk Chocolate Candy Truffles, Milk Chocolate with Smooth, Melting Truffle Center, 5.1 oz. Bag", "asin": "B00TDP2Y8Y", "price": "$2.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.85"},
    {"title": "Purina Fancy Feast Grilled Wet Cat Food Seafood Collection in Wet Cat Food Variety Pack - (Pack of 24) 3 oz. Cans", "asin": "B001STX13U", "price": "$17.39"},
    {"title": "Ziploc Quart Food Storage Freezer Bags, New Stay Open Design with Stand-Up Bottom, Easy to Fill, 19 Count", "asin": "B000R91CLU", "price": "$3.48"}
  ],
  "promotion_items": [
    {"title": "Pacific Coast Goose Feather Down Fiber Comforters King Size, Extra Fluffy White Duvet Insert, Ultra-Soft, Breathable, All Season Hotel Luxury Bedding Comforters, 8 Corner & Center Loops (106\"x90\")", "asin": "B0DQGZG3W4", "price": "$189.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - King Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo King Comforter", "asin": "B0CLLDLDSV", "price": "$119.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Full Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 82 x 86 Inch", "asin": "B0DZ24T31R", "price": "$64.99", "quantity": ""},
    {"title": "Beautyrest White Goose Feather Down Fiber Comforter,Ultra-Soft 100% Cotton Duvet Insert Full/Queen Size,Hotel Collection Luxury All Season Bedding Comforter with Corner Tabs,White/Queen,90\"x90\"", "asin": "B0D97CR1GH", "price": "$110.49", "quantity": ""},
    {"title": "", "asin": "B08GL9YDH3", "price": "", "quantity": ""},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "quantity": ""},
    {"title": "Olive + Crate 100% Cooling Bamboo Comforter from Viscose - Queen Size - Hypoallergenic, Breathable & Moisture-Wicking Bedding - All Season Lightweight Plush Design - Organic Bamboo Queen Comforter", "asin": "B0CLLCX4MX", "price": "$109.99", "quantity": ""},
    {"title": "COHOME Oversized Queen 2200 Series Down Alternative Comforter - Quilted Duvet Insert with Corner Tabs All-Season - Soft Luxury Hotel Comforter - Winter Warm - Reversible - White", "asin": "B07TQ7MVBS", "price": "$59.90", "quantity": ""},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "quantity": ""},
    {"title": "Feather Down Cotton Comforter Twin Size, All Season 100% Cotton Duvet Insert, Hotel Luxury Bedding Comforter Cozy Ultra Soft Medium Warmth Duvet Insert with 8 Corner Tabs White 68 x 90 Inch", "asin": "B0DZ261K43", "price": "$52.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSS9W7HP"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CSSB3N4R"
},
    {
  "title": "ZonLi Z-Magic 100% Cooling Bamboo Comforter from Viscose, Lightweight All-Season Breathable Bedding Blanket for Hot Sleepers",
  "asin": "B0CX8NT11V"
}
  ],
  "search_results": [
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Queen Size (White)", "asin": "B00S1TC442", "price": "$22.79", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$34.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Comforters Queen Size - Down Alternative Comforter for All Season, GentleSoft\u2122 Prewashed Duvet with 4 Tabs, Lightweight & Warm Bedding - Machine Washable, Linen, Queen, 88x88 Inches", "asin": "B0D93VGHZZ", "price": "$33.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Down Alternative Comforter (Twin, White) - All Season Comforter - Plush Siliconized Fiberfill Duvet Insert - Box Stitched", "asin": "B01JPECQF8", "price": "$20.41", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Litanika King Size Comforter Set Sage Green, 3 Pieces Lightweight Solid Comforter King Size, All Season Fluffy Down Alternative Comforter Bed Set Quilt Blanket", "asin": "B0BBLSP6BD", "price": "$34.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,Dark Grey,88x88 inches", "asin": "B075GGR33H", "price": "$39.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Comforter Cover with 2 Pillow Shams - 3 Pieces Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 90 X 90 Inches (White)", "asin": "B00NWPUKMS", "price": "$20.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "BedTreat Down Alternative Comforter Twin Duvet Insert with Corner Tabs, All Season Quilted Bed Comforter Box-Stitched Lightweight Quilt Twin Comforter White\uff0cMachine Washable Microfiber Bedding", "asin": "B0B463M8VS", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Serta Goose Feather Down Fiber Cotton Comforter Queen Size - 100% Cotton Duvet Insert - Hotel Luxury Hypoallergenic Bedding Comforter All Season Medium Warmth 90 x 90 Inch White", "asin": "B082YL5ZT1", "price": "$64.31", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Amazon Basics Comforter Blanket Twin/Twin XL, Reversible Lightweight Microfiber All Season Blanket, Navy/Sky Blue", "asin": "B00Q7OEZFY", "price": "$18.99", "delivery": "FREE delivery Tue, May 6 for Prime members"},
    {"title": "COHOME Queen Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 88''x88''", "asin": "B07G81GQ3Q", "price": "$36.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "EASELAND All Season Queen Size Soft Quilted Down Alternative Comforter Reversible Duvet Insert with Corner Tabs,Winter Summer Warm Fluffy,White,88x88 inches", "asin": "B07D276DRM", "price": "$39.90", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "DOWNCOOL Comforters Queen Size, Duvet Insert, White All Season Duvet, Lightweight Quilt, Down Alternative Hotel Comforter with Corner Tabs (White, Queen 88x92 Inches)", "asin": "B081DFRSCN", "price": "$27.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding Fleece Blanket Queen Size Grey 300GSM Luxury Anti-Static Fuzzy Soft Microfiber Bed Blanket (90x90 Inch)", "asin": "B073H8STZ7", "price": "$23.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
    {"title": "Cosybay Queen Feather and Down Fiber Comforter, Ultra Fluffy Duvet Insert Queen Size, All Season White Cotton Cover Luxury Hotel Bed Comforter with Corner Tabs, 90\"x90\"", "asin": "B0CFT3RTXX", "price": "$49.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches", "asin": "B0CTGD5XLM", "price": "$25.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Feather Down Fiber Comforter Queen Size, Ultra Soft 100% Cotton Duvet Insert, Luxurious Hotel Collection White Bedding Comforters, All Season Medium Warmth 90 x 90 Inch.", "asin": "B0DK6Z78G2", "price": "$99.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Amazon Basics White Down Alternative Comforter and Duvet Insert with Corner Tabs (Full/Queen, Light)", "asin": "B071F2V3KT", "price": "$23.99", "delivery": "FREE delivery Sun, May 4"},
    {"title": "ViscoSoft All Seasons Twin/Twin XL Down Alternative Reversible Quilted Comforter - Breathable Twin Extra Long Premium Soft Microfiber, Gray", "asin": "B07CMDDRFW", "price": "$34.50", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Bedsure Sherpa Fleece Throw Blanket Twin Size for Couch - Thick and Warm, Soft Fuzzy Plush Blanke for Winter, Grey, 60x80 Inches", "asin": "B0158ER0E6", "price": "$28.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "Utopia Bedding All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B09WRJ8TWM", "price": "$19.49", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Bedsure Fleece King Size Blankets for Bed Grey - Soft Lightweight Plush Cozy Fuzzy Luxury Warm Winter Blanket Microfiber, 108x90 inches", "asin": "B0157T2RX6", "price": "$29.99", "delivery": "Same-Day FREE delivery Today 10\u202fAM - 3\u202fPM"},
    {"title": "APSMILE Queen Size Feathers Down Comforter - Ultra Soft All Seasons 100% Organic Cotton Feathers Down Duvet Insert Medium Warm Quilted Bed Comforter with Corner Tabs (90x90,Ivory White)", "asin": "B0821MQTC4", "price": "$82.90", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "UNIKOME Queen Comforter Set White - Lightweight Soft Pintuck Down Alternative Bedding Set for Summer, All Seasons, 3 Pieces Pinch Pleat Solid Bed Set with Comforter, 2 Pillowcases", "asin": "B0CDLSTJBS", "price": "$29.44", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ROSGONIA Queen Comforter Set Charcoal Grey, 3pcs (1 Dark Gray Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt", "asin": "B0BHJ8PWCB", "price": "$48.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "NANPIPER Sherpa Twin Thick Warm Reversible Velvet Plush Blanket for Winter - Super Soft Fuzzy Flannel Fleece Wool Like (Light Grey Twin Size 60\"x80\")", "asin": "B07GRNLDH1", "price": "$30.19", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Royoliving Premium Feathers Down Duvet Insert Comforter King Size All Season Medium Warmth White 100% Cotton Cover with Corner Tabs (106x90, 60 oz)", "asin": "B07SLHV6PY", "price": "$102.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "Comforter King Size Duvet Insert White, All Season Down Alternative Comforter, Ultra Soft Quilted Bedding Comforter with 8 Corner Tabs, Machine Washable", "asin": "B09XDXB6ML", "price": "$29.99", "delivery": "FREE delivery May 21 - Jun 23 for Prime members"},
    {"title": "Dorrin Nessin Twin Size Down Alternative Comforter All Season Duvet Insert(White,68x90)-Ultra Soft Double Brushed Microfiber Quilt Cover, Classic Box Stitched with 8 Corner Tabs", "asin": "B07X3YZM3H", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"},
    {"title": "ACCURATEX Duvet Insert Queen Comforter - Fluffy Down Alternative Fill Hotel Collection Comforter for Queen Bed,Lightweight Soft All Season Duvet Insert with Corner Tabs - Machine Washable,White,90x90", "asin": "B07V5G1BDL", "price": "$44.99", "delivery": "One-Day FREE delivery Tomorrow, May 1"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-30T07:39:42.941Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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