<|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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "16x14x4 box"
}
  ],
  "cart_items": [
    {"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": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"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": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "quantity": ""},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "quantity": ""},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "quantity": ""},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": ""},
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
    {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "18\u201d x 24\u201d 2 PCS TONESPAC Instant Pack Quick Expanding Foam X-400 Packaging Bag for Packaging and Shipping", "asin": "B0BW8XV9H4", "price": "$17.99", "quantity": ""},
    {"title": "2Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC, Electronics & Irregular Items - Shockproof Expandable Packing Foam, Protective Material for Fragile Devices & Custom Shapes", "asin": "B0CGJ6B2LY", "price": "$9.98", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Expanding Foam Bag Quick 18\"x22\" for Shipping 2 Pack Faster Foaming Better Shaping Handy Foam Room Temperature Packaging Bag #40 (2 PACK)", "asin": "B0CF1RFNG3", "price": "$14.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""}
  ],
  "search_results": [
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.55", "delivery": "FREE delivery Apr 29 - 30"},
    {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M991EL5", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0D3D13T7K", "price": "$58.48", "delivery": "Delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 10 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUAH0", "price": "$36.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x16\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2D6WN", "price": "$39.50", "delivery": "FREE delivery Wed, Apr 30"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273Z9U", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 14 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D278CJ8", "price": "$47.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 4\"H, 50-Pack | Corrugated Cardboard Box for Packing, Moving and Storage 16x12x4 16124", "asin": "B00BT3MTII", "price": "$124.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "Secure Seal - 25 Pack of 18x6x4\u201d Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes Cube", "asin": "B094KWTZTL", "price": "$29.42", "delivery": "FREE delivery Apr 30 - May 2"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T03:53:16.371Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "16x14x4 box"
}
  ],
  "cart_items": [
    {"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": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"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": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "quantity": ""},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "quantity": ""},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "quantity": ""},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": ""},
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
    {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "18\u201d x 24\u201d 2 PCS TONESPAC Instant Pack Quick Expanding Foam X-400 Packaging Bag for Packaging and Shipping", "asin": "B0BW8XV9H4", "price": "$17.99", "quantity": ""},
    {"title": "2Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC, Electronics & Irregular Items - Shockproof Expandable Packing Foam, Protective Material for Fragile Devices & Custom Shapes", "asin": "B0CGJ6B2LY", "price": "$9.98", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Expanding Foam Bag Quick 18\"x22\" for Shipping 2 Pack Faster Foaming Better Shaping Handy Foam Room Temperature Packaging Bag #40 (2 PACK)", "asin": "B0CF1RFNG3", "price": "$14.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""}
  ],
  "search_results": [
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.55", "delivery": "FREE delivery Apr 29 - 30"},
    {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M991EL5", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0D3D13T7K", "price": "$58.48", "delivery": "Delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 10 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUAH0", "price": "$36.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x16\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2D6WN", "price": "$39.50", "delivery": "FREE delivery Wed, Apr 30"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273Z9U", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 14 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D278CJ8", "price": "$47.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 4\"H, 50-Pack | Corrugated Cardboard Box for Packing, Moving and Storage 16x12x4 16124", "asin": "B00BT3MTII", "price": "$124.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "Secure Seal - 25 Pack of 18x6x4\u201d Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes Cube", "asin": "B094KWTZTL", "price": "$29.42", "delivery": "FREE delivery Apr 30 - May 2"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T03:53:16.371Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "16x14x4 box"
}
  ],
  "cart_items": [
    {"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": "$3.99"},
    {"title": "Robert Mondavi Private Selection Cabernet Sauvignon Red Wine, 750 mL bottle", "asin": "B00194EW0K", "price": "$6.75"},
    {"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": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "quantity": ""},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "quantity": ""},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "quantity": ""},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "quantity": ""},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "quantity": ""},
    {"title": "Prinko 8x6x6 Packaging Corrugated Shipping Boxes 8\"L x 6\u201dW x 6\"H (Pack of 100) - Quality Choice of Sturdy Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B08Y5WXJYC", "price": "$66.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 12 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 1.88 inches Wide, 65 Yards Per Roll, 780 Total Yards", "asin": "B085RT11X2", "price": "$25.99", "quantity": ""},
    {"title": "EmmChill SF12A EcoFriendly Insulated Shipping Cooler, 12\" x 12\" x 12\" (Pack of 2)(9\" x 9\" x 9\" Inside)", "asin": "B0D1T39W4N", "price": "$51.99", "quantity": ""},
    {"title": "HERKKA Clear Packing Tape, 36 Rolls Heavy Duty Packaging Tape for Shipping Packaging Moving Sealing, Thicker Clear Packing Tape, 2 inches Wide, 65 Yards Per Roll, 2340 Total Yards", "asin": "B0928JWXFW", "price": "$49.99", "quantity": ""},
    {"title": "Galvanized Seal semiopen E28 5/8\" for polistrapping and Polyester Corrugated (1000 Units)", "asin": "B0BZB5L6V8", "price": "$37.99", "quantity": ""},
    {"title": "BOX USA Packing Paper Roll 1440'L x 30\"W - 1,000 Sheets 17\u201d Long Equivalent - Large White Newsprint for Shipping, Packaging, Storage and Moving Supplies", "asin": "B01EBB4AOK", "price": "$65.99", "quantity": ""},
    {"title": "Partners Brand 16x12x12 Corrugated Cardboard Boxes, 16\"L x 12\"W x 12\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 16x12x12 161212", "asin": "B01D3BGHL8", "price": "$55.99", "quantity": ""},
    {"title": "Instapak Quick RT #10 Cushioning Foam Packing and Shipping Solution (15\" x 18\") 2 PACK", "asin": "B0C4ZSYZNC", "price": "$15.99", "quantity": ""},
    {"title": "18\u201d x 24\u201d 2 PCS TONESPAC Instant Pack Quick Expanding Foam X-400 Packaging Bag for Packaging and Shipping", "asin": "B0BW8XV9H4", "price": "$17.99", "quantity": ""},
    {"title": "2Pcs 14\u201dx16\u201d Expanding Foam Packaging for PC, Electronics & Irregular Items - Shockproof Expandable Packing Foam, Protective Material for Fragile Devices & Custom Shapes", "asin": "B0CGJ6B2LY", "price": "$9.98", "quantity": ""},
    {"title": "Glad ForceFlex MaxStrength Tall Kitchen Drawstring Trash Bags, 13 Gal, 90 Ct (Package May Vary)", "asin": "B0D6D4K2G8", "price": "$21.99", "quantity": ""},
    {"title": "Expanding Foam Bag Quick 18\"x22\" for Shipping 2 Pack Faster Foaming Better Shaping Handy Foam Room Temperature Packaging Bag #40 (2 PACK)", "asin": "B0CF1RFNG3", "price": "$14.99", "quantity": ""},
    {"title": "Foam Bag For Shipping, 6PCS 20\"x24\" Expanding Foam for shipping Instant Pack Quick Expanding Foam Packaging Bags, Packing, Mailing and Shipping Solutions", "asin": "B0CWX4XYL3", "price": "$33.99", "quantity": ""}
  ],
  "search_results": [
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "BOX USA 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 100 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B06W9GKB4G", "price": "$139.88", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D37GZS2", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 14 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3X0VS", "price": "$39.39", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "Aviditi 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3VZKQ", "price": "$50.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Aviditi 16 x 12 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT3J91S", "price": "$45.55", "delivery": "FREE delivery Apr 29 - 30"},
    {"title": "SHIP NOW SUPPLY 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B075GHPG8N", "price": "$52.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 14 x 10 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BL87Q", "price": "$31.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "TAPE LOGIC 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M991EL5", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 14\"x14\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2ZKVF", "price": "$29.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "TAPE LOGIC 16 x 14 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01M622WIK", "price": "$49.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA Moving Boxes Kit (30-Pack) Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0D3D13T7K", "price": "$58.48", "delivery": "Delivery Tue, Apr 29"},
    {"title": "AVIDITI 18 x 16 x 4 Corrugated Cardboard Boxes, Flat 18\"L x 16\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00BT49A1Q", "price": "$79.81", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 10 x 4 Corrugated Cardboard Boxes, Flat 16\"L x 10\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUAH0", "price": "$36.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x16\"x4\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR2D6WN", "price": "$39.50", "delivery": "FREE delivery Wed, Apr 30"},
    {"title": "BOXES FAST 14 x 8 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 8\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B077BW3SHH", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273Z9U", "price": "$33.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 10 x 6 Corrugated Cardboard Storage Boxes, Medium 16\"L x 10\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273PEA", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "AVIDITI 16 x 4 x 4 Corrugated Cardboard Boxes, Long 16\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B00KFK3KZ2", "price": "$30.74", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "Partners Brand 14 x 12 x 6 Corrugated Cardboard Boxes, 14\"L x 12\"W x 6\"H, Pack of , 25 | Shipping, Packaging, Moving, Storage Box for Business, Strong Wholesale Bulk Boxes 14126", "asin": "B01D3BIXRE", "price": "$40.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 16 x 12 x 6 Corrugated Cardboard Boxes, Flat 16\"L x 12\"W x 6\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D273WG6", "price": "$45.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "BOX USA 14 x 14 x 4 Corrugated Cardboard Boxes, Flat 14\"L x 14\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D278CJ8", "price": "$47.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "Black Cardboard Shipping Box 15 x 11 x 3 Inch Corrugated Packaging Storage Boxes 10 Pack (Inside Size: 14.5 x 10.8 x 3\")", "asin": "B09JNXGBVG", "price": "$33.93", "delivery": "Two-Day FREE delivery Sun, Apr 27 Only 18 left in stock - order soon."},
    {"title": "AVIDITI 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B007Y9CWKQ", "price": "$32.69", "delivery": "FREE delivery Apr 30 - May 1"},
    {"title": "AVIDITI Shipping Boxes Medium 16\"L x 12\"W x 4\"H, 50-Pack | Corrugated Cardboard Box for Packing, Moving and Storage 16x12x4 16124", "asin": "B00BT3MTII", "price": "$124.49", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "The Boxery 16\"x14\"x6\" Brown/Kraft Corrugated Cardboard Shipping Boxes 25-Pack | Mailing, Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DBR23HZJ", "price": "$35.50", "delivery": "FREE delivery Mon, May 5"},
    {"title": "PARTNERS BRAND 14 x 4 x 4 Corrugated Cardboard Boxes, Long 14\"L x 4\"W x 4\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BUDQ8", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 29"},
    {"title": "PARTNERS BRAND 16 x 16 x 8 Corrugated Cardboard Boxes, Medium 16\"L x 16\"W x 8\"H, Pack of 25 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01D3BPL2O", "price": "$55.99", "delivery": "FREE delivery Tue, Apr 29 Only 1 left in stock - order soon."},
    {"title": "IDL Packaging - B-14148-5 Medium Corrugated Shipping Boxes 14\"L x 14\u201dW x 8\"H (Pack of 5) - Prime Choice of Strong Packing Boxes for USPS, UPS, FedEx Shipping", "asin": "B07T81WRV1", "price": "$34.25", "delivery": "FREE delivery Mon, Apr 28"},
    {"title": "Secure Seal - 25 Pack of 18x6x4\u201d Corrugated Cardboard Packing Shipping Mailing Moving Carton Boxes Cube", "asin": "B094KWTZTL", "price": "$29.42", "delivery": "FREE delivery Apr 30 - May 2"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T03:53:16.371Z", // 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>
