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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-02T21:40:04.261Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-02T21:41:18.185Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:02.323Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:29.779Z", "action": "input", "action_argument": "moving bo"}
{"timestamp": "2025-04-02T21:42:29.793Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-02T21:43:06.437Z", "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": "moving boxes"}],
"cart_items": [{"title": "Furniture Repair Kit Wood Markers - Set of 13 - Markers and Wax Sticks with Sharpener Kit, for Stains, Scratches, Wood Floors, Tables, Desks, Carpenters, Bedposts, Touch Ups, and Cover Ups", "asin": "B07PHQCH4C", "price": "$9.98", "quantity": "1"},
{"title": "Furniture Markers Touch Up - Wood Repair Kit Wood Marker for Scratch, Stain, 7 Natural Color Series Combination of Wood Pen - Maple Oak Walnut Bamboo Light Brown White Yellow Teak, 2 Color Wood Putty", "asin": "B0CGCLXG1B", "price": "$8.99", "quantity": "1"},
{"title": "Wood Repair Kit, 12 Color Wood Fillers, Furniture Repair Kit, Repair Scratch, Cracks, Stains, Discoloration for Wood Furniture, Door, Cabinet, Floor, Table Surface Wood Touch up Filler Wood Paint", "asin": "B0D95ZZ2L3", "price": "$12.99", "quantity": "1"},
{"title": "Columbia Men's PFG Uncharted Hoodie, Icy Morn Uncharted Waters, Small", "asin": "B0C63L1KV7", "price": "$34.50", "quantity": "1"},
{"title": "APTRO Men's Swim Trunks 2 in 1 Bathing Suit 5 Inch Beach Swimwear with Compression Liner #386 M", "asin": "B0D7D3YCXQ", "price": "$28.99", "quantity": "1"},
{"title": "GUITTO Guitar Stand Tripod Adjustable Classic A-Frame Stand Universal for Acoustic and Bass Electric Guitars Folding Floor Travel Stand Small Single Holder (GGS-01)", "asin": "B08DTH6M77", "price": "$17.99", "quantity": "1"},
{"title": "CAHAYA 41 In Acoustic Guitar Bag 0.35 In Thick Padding Water Resistent Dual Adjustable Shoulder Strap Guitar Case Gig Bag with Back Hanger Loop, Black CY0152", "asin": "B079FRVSPH", "price": "$29.99", "quantity": "1"},
{"title": "wigmoa N-N8 Acoustic 39/40/41 Inch Guitar Gig Bag\u3010+ 6 Pick\u3011 0.3Inch Extra Thick Sponge Overly Padded, with Four Large Storage Pockets, Waterproof Guitar Case. (Black)", "asin": "B0D7GY8KVW", "price": "$34.98", "quantity": "1"},
{"title": "Guitar Capo,TANMUS 3in1 Zinc Metal Capo for Acoustic and Electric Guitars (with Pick Holder and 4Picks),Ukulele,Mandolin,Banjo,Guitar Accessories", "asin": "B07PXYY3Y3", "price": "$8.49", "quantity": "1"},
{"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "B0C6DTTQWM", "price": "$79.99", "quantity": "1"},
{"title": "Tommy Hilfiger Men's Flex Poplin Regular Long Sleeve Shirts", "asin": "B0D5NBS724", "price": "$46.19", "quantity": "1"},
{"title": "The Seven Wonders of the Ancient World: An Extraordinary New Journey Through History's Greatest Treasures", "asin": "0593686152", "price": "$14.10", "quantity": "1"},
{"title": "Philips Sonicare 4100 Rechargeable Electric Toothbrush, with Pressure Sensor, 2 Intensity Settings, SmarTimer and QuadPacer, 14-Day Battery Life, Black, Model HX3681/24", "asin": "B09LD7WRVS", "price": "$39.96", "quantity": "1"},
{"title": "THE NORTH FACE Men's Carto Triclimate Waterproof Jacket, TNF Black-NPF, Medium", "asin": "B0CNBMCMP8", "price": "$300.00", "quantity": "1"},
{"title": "Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply", "asin": "B08FNG91XM", "price": "$7.49", "quantity": "1"},
{"title": "On Writing: A Memoir of the Craft (A Memoir of the Craft (Reissue))", "asin": "1982159375", "price": "$10.91", "quantity": "1"},
{"title": "EltaMD Foaming Facial Cleanser Face Wash, Gentle Foaming Face Wash and Makeup Remover, Oil Free , 7 oz Pump", "asin": "B004HLSZYQ", "price": "$35.00", "quantity": "1"},
{"title": "Orgain X Justin's \u00ae Organic Vegan Nut Butter Protein Powder, Chocolate Peanut Butter- 20g Plant Protein, 1g Sugar, Gluten Free, No Dairy, Soy Ingredients, or Artificial Flavors, 1.17 lb", "asin": "B0CZZFKDC7", "price": "$29.99"}],
"promotion_items": [{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "SGPAC Heavy Duty Mattress Bags for Moving and Storage,Extra Thick Queen Mattress Storage bag,Mattress Cover for Moving with Reinforced Handles and Zipper Closure to Prevent Rips,Made of New Material", "asin": "B08M98QJF3", "price": "$34.99", "quantity": ""},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "quantity": ""},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM"},
{"title": "TICONN 4 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNHL9L"},
{"title": "TICONN 8 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WN5LDG"}],
"search_results": [{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 8 Pack)", "asin": "B07J6625YY", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Large Moving Boxes 20\" x 20\" x 15\" (Pack of 12)", "asin": "B08WPW7NZ3", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "BlissTotes Large Moving Boxes and Moving Supplies with Zippers & Handles with lids, Heavy Duty Totes for Storage Bags for Space Saving, Fold Flat, Moving and Storing 93L, 6 Pack", "asin": "B0B6HSLRTX", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Amazon Basics Cardboard Moving Boxes, 20 Pack, Medium, Brown, 18\" x 14\" x 12\"", "asin": "B07RVLG8Q3", "price": "$46.79", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "delivery": ""},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "12 * 12 inch Packing Paper for Moving 100 Sheets Protecting Fragile China and Glasses,Small Wrapping Paper for Shipping and Moving Box Filler", "asin": "B0BX2BN5KQ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "BOX USA 18x18x18 Corrugated Cardboard Double Wall Boxes with Handles Large, 18\u201dL x 18\u201dW x 18\u201dH, Pack of 10 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01L9SL0KK", "price": "$44.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Extra Large Heavy Duty Moving Bags W/Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Box and Bin (Set of 6, Multicolor)", "asin": "B0BBVY7DNV", "price": "$21.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moving Boxes Heavy Duty 93L Moving Bags with Strong Zippers and Handles Collapsible Moving Supplies, Storage Totes for Packing & Moving Storing, 8-Pack", "asin": "B0BN1CMGJ9", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Medium Moving Boxes with Handles Pack of 20 \u2013 18\"x14\"x12\" \u2013 Cheap Cheap Moving Boxes", "asin": "B00I0TJHDO", "price": "$44.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Heavy Duty Moving Bags with Backpack Straps and Strong Handles, Alternative to Moving Boxes and Storage Totes for Dorm Room Essentials, 6 Pack, Black", "asin": "B0CLCTD3WL", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Storage Containers for Organizing Bedroom, Closet, Clothing, Comforter, Grey", "asin": "B092ZDHJMN", "price": "$20.56", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes, Extra Large 20\" x 20\" x 15\" (12 Pack), Corrugated Cardboard Box for Packing Packaging Storage Mailing, and Shipping for Office of Home, 32 ECT - Pack of 12", "asin": "B09BDJS635", "price": "$39.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Large Moving Boxes 20\" x 20\" x 15\" (Pack of 6)", "asin": "B007PBKMKK", "price": "$31.00", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Classic Moving Box 20 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (8817202)", "asin": "B077FFRQQS", "price": "$64.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "1.88 in x 66.6 YDs Clear Heavy Duty Packing Tape with Dispenser, Strong & Durable Shipping Tape, Packaging Tape, Packing Tape Dispenser Gun for Packing Boxes, Moving Supplies, Shipping and Mailing", "asin": "B0CGZNL6PC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Corrugated Cardboard Box 9\"L x 7\"W x 5\"H (Pack of 25), Cardboard Boxes Perfect for Moving, Storing, Packing & Shipping, Ideal for Small & Medium Items, Storage, and Mailing", "asin": "B00BT5EOM0", "price": "$31.83", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "uBoxes Moving Bundles Medium Boxes 18\" x 14\" x 12\" - Medium Boxes (Pack of 15)", "asin": "B08WWPTBZ6", "price": "$39.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "StorageRight Moving Bags-Heavy Duty Moving Boxes, Storage Totes with Zipper, Reinforced Handles and Tag Pocket-Collapsible Moving Supplies for moving, Storage and Travel 93L(Blue-6 Pack)", "asin": "B0BM84G5NJ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes with Handles, 10 Premium Large, 18 x 18 x 24, Brown, BOXINDSLAR10", "asin": "B007PBKWDC", "price": "$45.00", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Medium Classic Moving Box 8 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (7717201)", "asin": "B00KP37YW4", "price": "$38.69", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics Cardboard Moving Boxes in Small, Medium and Large Sizes (Assorted), Pack of 30, Brown", "asin": "B07RTKSHXN", "price": "$69.29", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Bundle of 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B08ZFZ8TPR", "price": "$49.98", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Bankers Box 30 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B07BKVN8S4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Amazon Basics Medium Moving Boxs with Lid and Handles, 19 x 14.5 x 15.5, Inches 10 Pack", "asin": "B07JH5Q1JF", "price": "$44.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics 20\" x 20\" x 34\" Wardrobe Clothing Moving Boxes with Bar, 3 Pack, Brown", "asin": "B07RR55KGW", "price": "$55.96", "delivery": "FREE delivery Apr 8 - 9 for Prime members"},
{"title": "Bankers Box 12 Pack Standard Duty File Storage Boxes, Standard Assembly, Removable Lid, Letter/Legal (0071301)", "asin": "B074JKK1G5", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Pack 12 Inch x 72 ft Total Bubble Packing Wrap for Moving Boxes Shipping Cushioning Supplies Perforated Every 12\u201d", "asin": "B0B2FFTSR9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "uBoxes Medium Moving Boxes 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B0934HY2V2", "price": "$46.69", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Medium 18x14x12-Inches (Pack of 10) Professional Moving Box", "asin": "B00IZLJTL2", "price": "$26.52", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Large Prime Moving Box 6 Pack, Reinforced Handles, Tape-Free Assembly, Attached Lid, 18-in x 18-in x 24-in (0062904)", "asin": "B0027CTFDM", "price": "$53.60", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Classic Moving Box 12 Pack Kit, Reinforced Handles, Tape-Free Assembly, Box with Lid, 8 Small and 4 Medium Boxes (7716401)", "asin": "B00KP37XYS", "price": "$45.58", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Bankers Box Large - up to 55\" TV/Picture/Mirror - Moving Box 4 Pack, 48-in x 4-in x 33-in (7711301)", "asin": "B007XPBW3Y", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Extra Large Moving Boxes-Moving Bags with Zipper, Carrying Handles and Tag Pocket-Moving Supplies for Space Saving-Totes for Storage - for moving, Storage, Camping and Travel 93L-4 Pack", "asin": "B0BJVKGT69", "price": "$17.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes 1 Room Bigger Moving Kit - 14 Boxes Plus Supplies & Tape, Brown Kraft", "asin": "B00INHEP26", "price": "$59.50", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Moving Box 10 Pack, Pre-Printed for Labeling, 18.25-in x 15.25-in x 16.375-in (7713902)", "asin": "B00GMOOB3K", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 1 left in stock - order soon."},
{"title": "HealSmart 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Dorm Room Essentials Storage Bags, Blue", "asin": "B0DC6BT348", "price": "$25.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Large Moving Boxes (6 Pack) 20x20x15-inches Packing Cardboard Box", "asin": "B00IZLJUK2", "price": "$31.18", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box 12 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B000FLZE7I", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "uBoxes Moving Boxes 1 Room Economy Moving Kit UBOXES Brand - 15 Medium & Small Boxes & Moving Supplies, Brown", "asin": "B005HJ8ZSS", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Holiday Shipping Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Moving Boxes Large 12\"L x 8\"W x 6\"H, 25-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage", "asin": "B09BDKFXWF", "price": "$25.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Moving Boxes - Value Economy Kit #2 Qty: 30 Boxes & Moving Supplies, Corrugated, Model:Moving Boxes Kit", "asin": "B007PBK728", "price": "$79.90", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "One BedRoom 18 Moving Boxes Basic Moving Kit: Boxes, Packing Supplies, & Tape.", "asin": "B005HJ8YUC", "price": "$58.65", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Tall Wardrobe Box 3 Pack, Tape-Free Design, 24-in x 24-in x 40-in (7710501)", "asin": "B0875L692H", "price": "$54.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Uboxes Medium Moving Boxes 18\"x14\"x12\" (Pack of 15)", "asin": "B07CSD7GMB", "price": "$39.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-02T21:43:15.241Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-02T21:40:04.261Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-02T21:41:18.185Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:02.323Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:29.779Z", "action": "input", "action_argument": "moving bo"}
{"timestamp": "2025-04-02T21:42:29.793Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-02T21:43:06.437Z", "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": "moving boxes"}],
"cart_items": [{"title": "Furniture Repair Kit Wood Markers - Set of 13 - Markers and Wax Sticks with Sharpener Kit, for Stains, Scratches, Wood Floors, Tables, Desks, Carpenters, Bedposts, Touch Ups, and Cover Ups", "asin": "B07PHQCH4C", "price": "$9.98", "quantity": "1"},
{"title": "Furniture Markers Touch Up - Wood Repair Kit Wood Marker for Scratch, Stain, 7 Natural Color Series Combination of Wood Pen - Maple Oak Walnut Bamboo Light Brown White Yellow Teak, 2 Color Wood Putty", "asin": "B0CGCLXG1B", "price": "$8.99", "quantity": "1"},
{"title": "Wood Repair Kit, 12 Color Wood Fillers, Furniture Repair Kit, Repair Scratch, Cracks, Stains, Discoloration for Wood Furniture, Door, Cabinet, Floor, Table Surface Wood Touch up Filler Wood Paint", "asin": "B0D95ZZ2L3", "price": "$12.99", "quantity": "1"},
{"title": "Columbia Men's PFG Uncharted Hoodie, Icy Morn Uncharted Waters, Small", "asin": "B0C63L1KV7", "price": "$34.50", "quantity": "1"},
{"title": "APTRO Men's Swim Trunks 2 in 1 Bathing Suit 5 Inch Beach Swimwear with Compression Liner #386 M", "asin": "B0D7D3YCXQ", "price": "$28.99", "quantity": "1"},
{"title": "GUITTO Guitar Stand Tripod Adjustable Classic A-Frame Stand Universal for Acoustic and Bass Electric Guitars Folding Floor Travel Stand Small Single Holder (GGS-01)", "asin": "B08DTH6M77", "price": "$17.99", "quantity": "1"},
{"title": "CAHAYA 41 In Acoustic Guitar Bag 0.35 In Thick Padding Water Resistent Dual Adjustable Shoulder Strap Guitar Case Gig Bag with Back Hanger Loop, Black CY0152", "asin": "B079FRVSPH", "price": "$29.99", "quantity": "1"},
{"title": "wigmoa N-N8 Acoustic 39/40/41 Inch Guitar Gig Bag\u3010+ 6 Pick\u3011 0.3Inch Extra Thick Sponge Overly Padded, with Four Large Storage Pockets, Waterproof Guitar Case. (Black)", "asin": "B0D7GY8KVW", "price": "$34.98", "quantity": "1"},
{"title": "Guitar Capo,TANMUS 3in1 Zinc Metal Capo for Acoustic and Electric Guitars (with Pick Holder and 4Picks),Ukulele,Mandolin,Banjo,Guitar Accessories", "asin": "B07PXYY3Y3", "price": "$8.49", "quantity": "1"},
{"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "B0C6DTTQWM", "price": "$79.99", "quantity": "1"},
{"title": "Tommy Hilfiger Men's Flex Poplin Regular Long Sleeve Shirts", "asin": "B0D5NBS724", "price": "$46.19", "quantity": "1"},
{"title": "The Seven Wonders of the Ancient World: An Extraordinary New Journey Through History's Greatest Treasures", "asin": "0593686152", "price": "$14.10", "quantity": "1"},
{"title": "Philips Sonicare 4100 Rechargeable Electric Toothbrush, with Pressure Sensor, 2 Intensity Settings, SmarTimer and QuadPacer, 14-Day Battery Life, Black, Model HX3681/24", "asin": "B09LD7WRVS", "price": "$39.96", "quantity": "1"},
{"title": "THE NORTH FACE Men's Carto Triclimate Waterproof Jacket, TNF Black-NPF, Medium", "asin": "B0CNBMCMP8", "price": "$300.00", "quantity": "1"},
{"title": "Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply", "asin": "B08FNG91XM", "price": "$7.49", "quantity": "1"},
{"title": "On Writing: A Memoir of the Craft (A Memoir of the Craft (Reissue))", "asin": "1982159375", "price": "$10.91", "quantity": "1"},
{"title": "EltaMD Foaming Facial Cleanser Face Wash, Gentle Foaming Face Wash and Makeup Remover, Oil Free , 7 oz Pump", "asin": "B004HLSZYQ", "price": "$35.00", "quantity": "1"},
{"title": "Orgain X Justin's \u00ae Organic Vegan Nut Butter Protein Powder, Chocolate Peanut Butter- 20g Plant Protein, 1g Sugar, Gluten Free, No Dairy, Soy Ingredients, or Artificial Flavors, 1.17 lb", "asin": "B0CZZFKDC7", "price": "$29.99"}],
"promotion_items": [{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "SGPAC Heavy Duty Mattress Bags for Moving and Storage,Extra Thick Queen Mattress Storage bag,Mattress Cover for Moving with Reinforced Handles and Zipper Closure to Prevent Rips,Made of New Material", "asin": "B08M98QJF3", "price": "$34.99", "quantity": ""},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "quantity": ""},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM"},
{"title": "TICONN 4 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNHL9L"},
{"title": "TICONN 8 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WN5LDG"}],
"search_results": [{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 8 Pack)", "asin": "B07J6625YY", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Large Moving Boxes 20\" x 20\" x 15\" (Pack of 12)", "asin": "B08WPW7NZ3", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "BlissTotes Large Moving Boxes and Moving Supplies with Zippers & Handles with lids, Heavy Duty Totes for Storage Bags for Space Saving, Fold Flat, Moving and Storing 93L, 6 Pack", "asin": "B0B6HSLRTX", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Amazon Basics Cardboard Moving Boxes, 20 Pack, Medium, Brown, 18\" x 14\" x 12\"", "asin": "B07RVLG8Q3", "price": "$46.79", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "delivery": ""},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "12 * 12 inch Packing Paper for Moving 100 Sheets Protecting Fragile China and Glasses,Small Wrapping Paper for Shipping and Moving Box Filler", "asin": "B0BX2BN5KQ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "BOX USA 18x18x18 Corrugated Cardboard Double Wall Boxes with Handles Large, 18\u201dL x 18\u201dW x 18\u201dH, Pack of 10 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01L9SL0KK", "price": "$44.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Extra Large Heavy Duty Moving Bags W/Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Box and Bin (Set of 6, Multicolor)", "asin": "B0BBVY7DNV", "price": "$21.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moving Boxes Heavy Duty 93L Moving Bags with Strong Zippers and Handles Collapsible Moving Supplies, Storage Totes for Packing & Moving Storing, 8-Pack", "asin": "B0BN1CMGJ9", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Medium Moving Boxes with Handles Pack of 20 \u2013 18\"x14\"x12\" \u2013 Cheap Cheap Moving Boxes", "asin": "B00I0TJHDO", "price": "$44.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Heavy Duty Moving Bags with Backpack Straps and Strong Handles, Alternative to Moving Boxes and Storage Totes for Dorm Room Essentials, 6 Pack, Black", "asin": "B0CLCTD3WL", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Storage Containers for Organizing Bedroom, Closet, Clothing, Comforter, Grey", "asin": "B092ZDHJMN", "price": "$20.56", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes, Extra Large 20\" x 20\" x 15\" (12 Pack), Corrugated Cardboard Box for Packing Packaging Storage Mailing, and Shipping for Office of Home, 32 ECT - Pack of 12", "asin": "B09BDJS635", "price": "$39.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Large Moving Boxes 20\" x 20\" x 15\" (Pack of 6)", "asin": "B007PBKMKK", "price": "$31.00", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Classic Moving Box 20 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (8817202)", "asin": "B077FFRQQS", "price": "$64.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "1.88 in x 66.6 YDs Clear Heavy Duty Packing Tape with Dispenser, Strong & Durable Shipping Tape, Packaging Tape, Packing Tape Dispenser Gun for Packing Boxes, Moving Supplies, Shipping and Mailing", "asin": "B0CGZNL6PC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Corrugated Cardboard Box 9\"L x 7\"W x 5\"H (Pack of 25), Cardboard Boxes Perfect for Moving, Storing, Packing & Shipping, Ideal for Small & Medium Items, Storage, and Mailing", "asin": "B00BT5EOM0", "price": "$31.83", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "uBoxes Moving Bundles Medium Boxes 18\" x 14\" x 12\" - Medium Boxes (Pack of 15)", "asin": "B08WWPTBZ6", "price": "$39.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "StorageRight Moving Bags-Heavy Duty Moving Boxes, Storage Totes with Zipper, Reinforced Handles and Tag Pocket-Collapsible Moving Supplies for moving, Storage and Travel 93L(Blue-6 Pack)", "asin": "B0BM84G5NJ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes with Handles, 10 Premium Large, 18 x 18 x 24, Brown, BOXINDSLAR10", "asin": "B007PBKWDC", "price": "$45.00", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Medium Classic Moving Box 8 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (7717201)", "asin": "B00KP37YW4", "price": "$38.69", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics Cardboard Moving Boxes in Small, Medium and Large Sizes (Assorted), Pack of 30, Brown", "asin": "B07RTKSHXN", "price": "$69.29", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Bundle of 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B08ZFZ8TPR", "price": "$49.98", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Bankers Box 30 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B07BKVN8S4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Amazon Basics Medium Moving Boxs with Lid and Handles, 19 x 14.5 x 15.5, Inches 10 Pack", "asin": "B07JH5Q1JF", "price": "$44.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics 20\" x 20\" x 34\" Wardrobe Clothing Moving Boxes with Bar, 3 Pack, Brown", "asin": "B07RR55KGW", "price": "$55.96", "delivery": "FREE delivery Apr 8 - 9 for Prime members"},
{"title": "Bankers Box 12 Pack Standard Duty File Storage Boxes, Standard Assembly, Removable Lid, Letter/Legal (0071301)", "asin": "B074JKK1G5", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Pack 12 Inch x 72 ft Total Bubble Packing Wrap for Moving Boxes Shipping Cushioning Supplies Perforated Every 12\u201d", "asin": "B0B2FFTSR9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "uBoxes Medium Moving Boxes 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B0934HY2V2", "price": "$46.69", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Medium 18x14x12-Inches (Pack of 10) Professional Moving Box", "asin": "B00IZLJTL2", "price": "$26.52", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Large Prime Moving Box 6 Pack, Reinforced Handles, Tape-Free Assembly, Attached Lid, 18-in x 18-in x 24-in (0062904)", "asin": "B0027CTFDM", "price": "$53.60", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Classic Moving Box 12 Pack Kit, Reinforced Handles, Tape-Free Assembly, Box with Lid, 8 Small and 4 Medium Boxes (7716401)", "asin": "B00KP37XYS", "price": "$45.58", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Bankers Box Large - up to 55\" TV/Picture/Mirror - Moving Box 4 Pack, 48-in x 4-in x 33-in (7711301)", "asin": "B007XPBW3Y", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Extra Large Moving Boxes-Moving Bags with Zipper, Carrying Handles and Tag Pocket-Moving Supplies for Space Saving-Totes for Storage - for moving, Storage, Camping and Travel 93L-4 Pack", "asin": "B0BJVKGT69", "price": "$17.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes 1 Room Bigger Moving Kit - 14 Boxes Plus Supplies & Tape, Brown Kraft", "asin": "B00INHEP26", "price": "$59.50", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Moving Box 10 Pack, Pre-Printed for Labeling, 18.25-in x 15.25-in x 16.375-in (7713902)", "asin": "B00GMOOB3K", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 1 left in stock - order soon."},
{"title": "HealSmart 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Dorm Room Essentials Storage Bags, Blue", "asin": "B0DC6BT348", "price": "$25.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Large Moving Boxes (6 Pack) 20x20x15-inches Packing Cardboard Box", "asin": "B00IZLJUK2", "price": "$31.18", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box 12 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B000FLZE7I", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "uBoxes Moving Boxes 1 Room Economy Moving Kit UBOXES Brand - 15 Medium & Small Boxes & Moving Supplies, Brown", "asin": "B005HJ8ZSS", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Holiday Shipping Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Moving Boxes Large 12\"L x 8\"W x 6\"H, 25-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage", "asin": "B09BDKFXWF", "price": "$25.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Moving Boxes - Value Economy Kit #2 Qty: 30 Boxes & Moving Supplies, Corrugated, Model:Moving Boxes Kit", "asin": "B007PBK728", "price": "$79.90", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "One BedRoom 18 Moving Boxes Basic Moving Kit: Boxes, Packing Supplies, & Tape.", "asin": "B005HJ8YUC", "price": "$58.65", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Tall Wardrobe Box 3 Pack, Tape-Free Design, 24-in x 24-in x 40-in (7710501)", "asin": "B0875L692H", "price": "$54.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Uboxes Medium Moving Boxes 18\"x14\"x12\" (Pack of 15)", "asin": "B07CSD7GMB", "price": "$39.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-02T21:43:15.241Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-02T21:40:04.261Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-02T21:41:18.185Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:02.323Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-02T21:42:29.779Z", "action": "input", "action_argument": "moving bo"}
{"timestamp": "2025-04-02T21:42:29.793Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-02T21:43:06.437Z", "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": "moving boxes"}],
"cart_items": [{"title": "Furniture Repair Kit Wood Markers - Set of 13 - Markers and Wax Sticks with Sharpener Kit, for Stains, Scratches, Wood Floors, Tables, Desks, Carpenters, Bedposts, Touch Ups, and Cover Ups", "asin": "B07PHQCH4C", "price": "$9.98", "quantity": "1"},
{"title": "Furniture Markers Touch Up - Wood Repair Kit Wood Marker for Scratch, Stain, 7 Natural Color Series Combination of Wood Pen - Maple Oak Walnut Bamboo Light Brown White Yellow Teak, 2 Color Wood Putty", "asin": "B0CGCLXG1B", "price": "$8.99", "quantity": "1"},
{"title": "Wood Repair Kit, 12 Color Wood Fillers, Furniture Repair Kit, Repair Scratch, Cracks, Stains, Discoloration for Wood Furniture, Door, Cabinet, Floor, Table Surface Wood Touch up Filler Wood Paint", "asin": "B0D95ZZ2L3", "price": "$12.99", "quantity": "1"},
{"title": "Columbia Men's PFG Uncharted Hoodie, Icy Morn Uncharted Waters, Small", "asin": "B0C63L1KV7", "price": "$34.50", "quantity": "1"},
{"title": "APTRO Men's Swim Trunks 2 in 1 Bathing Suit 5 Inch Beach Swimwear with Compression Liner #386 M", "asin": "B0D7D3YCXQ", "price": "$28.99", "quantity": "1"},
{"title": "GUITTO Guitar Stand Tripod Adjustable Classic A-Frame Stand Universal for Acoustic and Bass Electric Guitars Folding Floor Travel Stand Small Single Holder (GGS-01)", "asin": "B08DTH6M77", "price": "$17.99", "quantity": "1"},
{"title": "CAHAYA 41 In Acoustic Guitar Bag 0.35 In Thick Padding Water Resistent Dual Adjustable Shoulder Strap Guitar Case Gig Bag with Back Hanger Loop, Black CY0152", "asin": "B079FRVSPH", "price": "$29.99", "quantity": "1"},
{"title": "wigmoa N-N8 Acoustic 39/40/41 Inch Guitar Gig Bag\u3010+ 6 Pick\u3011 0.3Inch Extra Thick Sponge Overly Padded, with Four Large Storage Pockets, Waterproof Guitar Case. (Black)", "asin": "B0D7GY8KVW", "price": "$34.98", "quantity": "1"},
{"title": "Guitar Capo,TANMUS 3in1 Zinc Metal Capo for Acoustic and Electric Guitars (with Pick Holder and 4Picks),Ukulele,Mandolin,Banjo,Guitar Accessories", "asin": "B07PXYY3Y3", "price": "$8.49", "quantity": "1"},
{"title": "KROSER Hardside Expandable Carry On Luggage with Spinner Wheels & Built-in TSA Lock, Durable Suitcase Rolling Luggage with USB Port, Carry-On 20-Inch, White", "asin": "B0C6DTTQWM", "price": "$79.99", "quantity": "1"},
{"title": "Tommy Hilfiger Men's Flex Poplin Regular Long Sleeve Shirts", "asin": "B0D5NBS724", "price": "$46.19", "quantity": "1"},
{"title": "The Seven Wonders of the Ancient World: An Extraordinary New Journey Through History's Greatest Treasures", "asin": "0593686152", "price": "$14.10", "quantity": "1"},
{"title": "Philips Sonicare 4100 Rechargeable Electric Toothbrush, with Pressure Sensor, 2 Intensity Settings, SmarTimer and QuadPacer, 14-Day Battery Life, Black, Model HX3681/24", "asin": "B09LD7WRVS", "price": "$39.96", "quantity": "1"},
{"title": "THE NORTH FACE Men's Carto Triclimate Waterproof Jacket, TNF Black-NPF, Medium", "asin": "B0CNBMCMP8", "price": "$300.00", "quantity": "1"},
{"title": "Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply", "asin": "B08FNG91XM", "price": "$7.49", "quantity": "1"},
{"title": "On Writing: A Memoir of the Craft (A Memoir of the Craft (Reissue))", "asin": "1982159375", "price": "$10.91", "quantity": "1"},
{"title": "EltaMD Foaming Facial Cleanser Face Wash, Gentle Foaming Face Wash and Makeup Remover, Oil Free , 7 oz Pump", "asin": "B004HLSZYQ", "price": "$35.00", "quantity": "1"},
{"title": "Orgain X Justin's \u00ae Organic Vegan Nut Butter Protein Powder, Chocolate Peanut Butter- 20g Plant Protein, 1g Sugar, Gluten Free, No Dairy, Soy Ingredients, or Artificial Flavors, 1.17 lb", "asin": "B0CZZFKDC7", "price": "$29.99"}],
"promotion_items": [{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "SGPAC Heavy Duty Mattress Bags for Moving and Storage,Extra Thick Queen Mattress Storage bag,Mattress Cover for Moving with Reinforced Handles and Zipper Closure to Prevent Rips,Made of New Material", "asin": "B08M98QJF3", "price": "$34.99", "quantity": ""},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "quantity": ""},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "quantity": ""},
{"title": "VENO 10 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 10 Pack)", "asin": "B08SJCJGBV", "price": "$51.99", "quantity": ""},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "quantity": ""},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "quantity": ""},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "TICONN 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM"},
{"title": "TICONN 4 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNHL9L"},
{"title": "TICONN 8 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WN5LDG"}],
"search_results": [{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags w/Backpack Straps, Heavy Duty, Moving Boxes Alternative, Packing Supplies, Large Storage Totes for Dorm Room Essentials with Zipper for Clothes (Blue, 8 Pack)", "asin": "B07J6625YY", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "VENO 8 Pack Moving Bags, Heavy Duty, Moving Boxes Alternative, Packing Storage Supplies for Dorm Room Essentials with Zipper for Clothes, Extra Large Totes for Packaging (Dark Gray, 8 Pack)", "asin": "B0981V5PGK", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Cosy Family Extra Large Moving Bags with Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Moving Box, 4 Pack Heavy Duty (X-Large-Set of 4, Blue)", "asin": "B09Q1YBMB4", "price": "$16.14", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes Medium 18\"L x 14\"W x 12\"H 10-Pack | Corrugated Cardboard Box for Shipping, Mailing, Packing, Packaging and Storage 18x14x12", "asin": "B078HSG985", "price": "$19.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Large Moving Boxes 20\" x 20\" x 15\" (Pack of 12)", "asin": "B08WPW7NZ3", "price": "$39.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "6 Pack Extra Heavy Duty Large Moving Bags, Moving Boxes, Sturdy & Durable Clothes Storage Bags Totes Bins with Strong Zipper & Comfortable Handles, Blue Packing Bags College Moving Supplies, Dark Blue", "asin": "B0DGF616XN", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "BlissTotes Large Moving Boxes and Moving Supplies with Zippers & Handles with lids, Heavy Duty Totes for Storage Bags for Space Saving, Fold Flat, Moving and Storing 93L, 6 Pack", "asin": "B0B6HSLRTX", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Amazon Basics Cardboard Moving Boxes, 20 Pack, Medium, Brown, 18\" x 14\" x 12\"", "asin": "B07RVLG8Q3", "price": "$46.79", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "TICONN Extra Large Moving Bags with Zippers & Carrying Handles, 6 Pack, Heavy-Duty Storage Tote Moving Boxes for Space Saving", "asin": "B086WNKLTM", "price": "$28.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Nordic Elk Mattress Bags for Moving and Storage (Queen) Heavy Duty Moving Supplies, 8 Sturdy Handles, Strong Zipper, Mattress Cover Queen Size Bed Bags, Storage Cover Essentials Packing Protector", "asin": "B07JG459R7", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "BOX USA Moving Boxes Kit (22-Pack) Large 20x20x15 and Medium 18x14x12 Corrugated Cardboard Boxes for Shipping, Packing, Storage, Supplies", "asin": "B0CYYSMZWT", "price": "$59.48", "delivery": ""},
{"title": "Bankers Box Small Classic Moving Box 10 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 15-in x 12-in x 10-in (7714901)", "asin": "B074NGF66G", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "12 * 12 inch Packing Paper for Moving 100 Sheets Protecting Fragile China and Glasses,Small Wrapping Paper for Shipping and Moving Box Filler", "asin": "B0BX2BN5KQ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "8 Pack Large Strong Moving Bags with Zippers & Carrying Handles - Water-Resistant - Heavy Duty Storage Tote for Space Saving, Fold Flat, Alternative to Moving Box (Semi-Transparent)", "asin": "B0BLKD3H7V", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "The Boxery Moving Boxes 10-Pack Medium | 18x14x12 inch Brown/Kraft Corrugated Cardboard Packing, Moving & Storage for Business/Home \u2013 Durable - Eco-Friendly, Recyclable - Made in the USA", "asin": "B0DCL6KK6Y", "price": "$19.15", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "BOX USA 18x18x18 Corrugated Cardboard Double Wall Boxes with Handles Large, 18\u201dL x 18\u201dW x 18\u201dH, Pack of 10 | Shipping, Packaging, Moving, Storage Box for Home or Business, Strong Wholesale Bulk Boxes", "asin": "B01L9SL0KK", "price": "$44.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Extra Large Heavy Duty Moving Bags W/Backpack Straps - Strong Handles & Zippers, Storage Totes For Space Saving, Fold Flat, Alternative to Box and Bin (Set of 6, Multicolor)", "asin": "B0BBVY7DNV", "price": "$21.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moving Boxes Heavy Duty 93L Moving Bags with Strong Zippers and Handles Collapsible Moving Supplies, Storage Totes for Packing & Moving Storing, 8-Pack", "asin": "B0BN1CMGJ9", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Medium Moving Boxes with Handles Pack of 20 \u2013 18\"x14\"x12\" \u2013 Cheap Cheap Moving Boxes", "asin": "B00I0TJHDO", "price": "$44.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Heavy Duty Moving Bags with Backpack Straps and Strong Handles, Alternative to Moving Boxes and Storage Totes for Dorm Room Essentials, 6 Pack, Black", "asin": "B0CLCTD3WL", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Fab totes 6 Pack Clothes Storage, Foldable Thick Fabric Blanket Storage Bags, Storage Containers for Organizing Bedroom, Closet, Clothing, Comforter, Grey", "asin": "B092ZDHJMN", "price": "$20.56", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "BOX USA Moving Boxes, Extra Large 20\" x 20\" x 15\" (12 Pack), Corrugated Cardboard Box for Packing Packaging Storage Mailing, and Shipping for Office of Home, 32 ECT - Pack of 12", "asin": "B09BDJS635", "price": "$39.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Large Moving Boxes 20\" x 20\" x 15\" (Pack of 6)", "asin": "B007PBKMKK", "price": "$31.00", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Classic Moving Box 20 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (8817202)", "asin": "B077FFRQQS", "price": "$64.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "1.88 in x 66.6 YDs Clear Heavy Duty Packing Tape with Dispenser, Strong & Durable Shipping Tape, Packaging Tape, Packing Tape Dispenser Gun for Packing Boxes, Moving Supplies, Shipping and Mailing", "asin": "B0CGZNL6PC", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Corrugated Cardboard Box 9\"L x 7\"W x 5\"H (Pack of 25), Cardboard Boxes Perfect for Moving, Storing, Packing & Shipping, Ideal for Small & Medium Items, Storage, and Mailing", "asin": "B00BT5EOM0", "price": "$31.83", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "uBoxes Moving Bundles Medium Boxes 18\" x 14\" x 12\" - Medium Boxes (Pack of 15)", "asin": "B08WWPTBZ6", "price": "$39.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "StorageRight Moving Bags-Heavy Duty Moving Boxes, Storage Totes with Zipper, Reinforced Handles and Tag Pocket-Collapsible Moving Supplies for moving, Storage and Travel 93L(Blue-6 Pack)", "asin": "B0BM84G5NJ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes with Handles, 10 Premium Large, 18 x 18 x 24, Brown, BOXINDSLAR10", "asin": "B007PBKWDC", "price": "$45.00", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Medium Classic Moving Box 8 Pack, Reinforced Handles, Tape-Free Assembly, Box with Lid, 19-in x 14.5-in x 15.5-in (7717201)", "asin": "B00KP37YW4", "price": "$38.69", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics Cardboard Moving Boxes in Small, Medium and Large Sizes (Assorted), Pack of 30, Brown", "asin": "B07RTKSHXN", "price": "$69.29", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Bundle of 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B08ZFZ8TPR", "price": "$49.98", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "Bankers Box 30 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B07BKVN8S4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Amazon Basics Medium Moving Boxs with Lid and Handles, 19 x 14.5 x 15.5, Inches 10 Pack", "asin": "B07JH5Q1JF", "price": "$44.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Amazon Basics 20\" x 20\" x 34\" Wardrobe Clothing Moving Boxes with Bar, 3 Pack, Brown", "asin": "B07RR55KGW", "price": "$55.96", "delivery": "FREE delivery Apr 8 - 9 for Prime members"},
{"title": "Bankers Box 12 Pack Standard Duty File Storage Boxes, Standard Assembly, Removable Lid, Letter/Legal (0071301)", "asin": "B074JKK1G5", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Pack 12 Inch x 72 ft Total Bubble Packing Wrap for Moving Boxes Shipping Cushioning Supplies Perforated Every 12\u201d", "asin": "B0B2FFTSR9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "uBoxes Medium Moving Boxes 18\"x14\"x12\" (Medium Boxes - Pack of 20)", "asin": "B0934HY2V2", "price": "$46.69", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "uBoxes Moving Boxes Medium 18x14x12-Inches (Pack of 10) Professional Moving Box", "asin": "B00IZLJTL2", "price": "$26.52", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box Large Prime Moving Box 6 Pack, Reinforced Handles, Tape-Free Assembly, Attached Lid, 18-in x 18-in x 24-in (0062904)", "asin": "B0027CTFDM", "price": "$53.60", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Classic Moving Box 12 Pack Kit, Reinforced Handles, Tape-Free Assembly, Box with Lid, 8 Small and 4 Medium Boxes (7716401)", "asin": "B00KP37XYS", "price": "$45.58", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Bankers Box Large - up to 55\" TV/Picture/Mirror - Moving Box 4 Pack, 48-in x 4-in x 33-in (7711301)", "asin": "B007XPBW3Y", "price": "$39.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Extra Large Moving Boxes-Moving Bags with Zipper, Carrying Handles and Tag Pocket-Moving Supplies for Space Saving-Totes for Storage - for moving, Storage, Camping and Travel 93L-4 Pack", "asin": "B0BJVKGT69", "price": "$17.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Uboxes Moving Boxes 1 Room Bigger Moving Kit - 14 Boxes Plus Supplies & Tape, Brown Kraft", "asin": "B00INHEP26", "price": "$59.50", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Medium Moving Box 10 Pack, Pre-Printed for Labeling, 18.25-in x 15.25-in x 16.375-in (7713902)", "asin": "B00GMOOB3K", "price": "$46.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 1 left in stock - order soon."},
{"title": "HealSmart 6 Pack Extra Large Moving Bags with Zippers & Carrying Handles, Heavy-Duty Storage Tote Moving Boxes for Dorm Room Essentials Storage Bags, Blue", "asin": "B0DC6BT348", "price": "$25.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Large Moving Boxes (6 Pack) 20x20x15-inches Packing Cardboard Box", "asin": "B00IZLJUK2", "price": "$31.18", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Bankers Box 12 Pack STOR/FILE Basic Duty File Storage Boxes, Standard Assembly, Lift-off Lid, Letter/Legal, White/Blue", "asin": "B000FLZE7I", "price": "$36.81", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "uBoxes Moving Boxes 1 Room Economy Moving Kit UBOXES Brand - 15 Medium & Small Boxes & Moving Supplies, Brown", "asin": "B005HJ8ZSS", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Scotch Heavy Duty Shipping Packing Tape, Clear, Holiday Shipping Supplies, 1.88 in. x 22.2 yd., 6 Tape Rolls with Dispensers", "asin": "B000J07BRQ", "price": "$13.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "AVIDITI Moving Boxes Large 12\"L x 8\"W x 6\"H, 25-Pack | Corrugated Cardboard Box for Packing, Shipping and Storage", "asin": "B09BDKFXWF", "price": "$25.49", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "UBOXES Moving Boxes - Value Economy Kit #2 Qty: 30 Boxes & Moving Supplies, Corrugated, Model:Moving Boxes Kit", "asin": "B007PBK728", "price": "$79.90", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "One BedRoom 18 Moving Boxes Basic Moving Kit: Boxes, Packing Supplies, & Tape.", "asin": "B005HJ8YUC", "price": "$58.65", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Bankers Box Tall Wardrobe Box 3 Pack, Tape-Free Design, 24-in x 24-in x 40-in (7710501)", "asin": "B0875L692H", "price": "$54.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Uboxes Medium Moving Boxes 18\"x14\"x12\" (Pack of 15)", "asin": "B07CSD7GMB", "price": "$39.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-02T21:43:15.241Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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