<|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": "2025-04-03T02:13:24.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:13:43.054Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:13:46.049Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "suitcase"}],
"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": "$99.99", "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": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(6 piece set, NAVY)", "asin": "B0CGXC5XGH", "price": "$179.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "Coolife\nSuitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (Navy, 5 piece set)", "asin": "B0BW9DDKS4", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "quantity": ""},
{"title": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "NEISIA\nLuggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Gray)", "asin": "B0DH1JKL7X", "price": "$169.95", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "GOODLUGG\n20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "quantity": ""},
{"title": "U.S. Traveler\nRio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "quantity": ""}],
"search_results": [{"title": "Carry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "delivery": "FREE delivery Mon, Apr 7 for Prime members Only 1 left in stock - order soon."},
{"title": "Luggage with Spinner Wheels, Polycarbonate Expandable Hard Shell Suitcase, Carry On 20 Inch, Charcoal Metallic", "asin": "B0BDFZT73G", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "20-inch Carry On Luggage Airline Approved - PC+ABS Lightweight Suitcase with Built-in TSA Lock\uff0cHard-shell Durable Rolling Luggage with USB Port", "asin": "B0DTTWVGC8", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 15 left in stock - order soon."},
{"title": "Astral Hardside Luggage, Lilac, 20-Inch Carry-On", "asin": "B0CBNMTGBK", "price": "$64.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "30\" Hardside Large Checked Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 15% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Orange", "asin": "B071DXB6DY", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggage, Purple, 20\" Carry-On", "asin": "B0781W12P2", "price": "$36.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Pcs ABS Hardside Luggage Sets TSA Lock Spinner Wheel Suitcases, Pearly White, 20/24/28 Inch", "asin": "B0DJ11CZHS", "price": "$89.99", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "Freeform 21-Inch Hardside Carry-On Luggage with Spinner Wheels - Hardshell Carry-On Suitcase - TSA, Airline-Approved - Expandable Hard Shell, Smooth Rolling Wheels for Lightweight Travel", "asin": "B01M0A3BKH", "price": "$134.90", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Boren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Pink, Checked-Large 30-Inch", "asin": "B094LGJXN6", "price": "$80.75", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Luggage with Spinner Wheels,Hardside Lightweight Large Checked-Medium Suitcase,Silver+Grey", "asin": "B0CX1CBRBC", "price": "$39.99", "delivery": "$19.99 delivery Apr 11 - 14"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black Polygonal, L)", "asin": "B07VNCTQCK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (grey, S(20in))", "asin": "B07MC6PD3G", "price": "$59.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Hardside Carry On Luggage, Suitcase with Double Spinner Wheels & TSA Lock, Hard Shell, Expandable Rolling Lightweight, Black", "asin": "B0DS5HZNZK", "price": "$49.99", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4"},
{"title": "Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "B014TJR53M", "price": "$119.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Carry on Luggage with Spinner Wheels Lightweight Expandable Hard Shell ABS Suitcase with TSA Lock, Pink, 20 inch", "asin": "B0DK8B7BV1", "price": "$49.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Richmond Spinner Luggage, Blue, Carry-On 22-Inch", "asin": "B0B2Z567H7", "price": "$38.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Quest Luggage Set, Pelican, 2 Piece (30\"/22\")", "asin": "B0C1BSQP94", "price": "$79.89", "delivery": "FREE delivery Sat, Apr 5 Only 10 left in stock (more on the way)."},
{"title": "Luggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Navy)", "asin": "B0DH1DJ63T", "price": "$149.96", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "delivery": "FREE delivery Mon, Apr 14 Or fastest delivery Apr 8 - 10"},
{"title": "Luggage Sets 3 Piece Made of 100% Polycarbonate,Hardshell Suitcases With Detachable Spinner Wheels,Expandable,Carry On Suitcases with TSA Lock,Lightweight,Durable(Pink)", "asin": "B0DSB55LS4", "price": "$169.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "22\" Hardside Spinner Carry-On Luggage, Blue Heaven, 20-Inch", "asin": "B0C7Y5NGMY", "price": "$47.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Omni 2 28-Inch Large Checked Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA Lock - Expandable Polycarbonate Shell for Lightweight Travel - Artic Silver", "asin": "B08BXBCNMQ", "price": "$150.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Out of Bounds Lightweight Hardshell 4-Wheel Spinner Luggage, Granite Blue, 28-Inch Checked", "asin": "B0B93KQW24", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink, 2-Piece (14/19)", "asin": "B00C7AWRA2", "price": "$27.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B0089G8X9W", "price": "$164.67", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "120L Foldable Rolling Duffel Bag with 3 Wheels, Light Weight Travel Duffel bag with Large Loading Capacity, 32 inch Rolling Duffel bag with Shoulder Strap for Travel Camping Sports", "asin": "B0B82GQ5G1", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink Dots, 2-Piece (14/19)", "asin": "B005ES6S22", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, 28-24-20-Inch", "asin": "B015DC2QE2", "price": "$172.69", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "120L Foldable Collapsible Waterproof Travel Duffel Bag for Men and Women with Shoe Compartment", "asin": "B0B5XMK65T", "price": "$28.11", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Xpedition 30 Inch Multi-Pocket Upright Rolling Duffel Bag", "asin": "B09XX63YBY", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Unisex-Adult Bold Softside Expandable Rollaboard Upright Luggage, Grey/Black, Checked-Large 28-Inch", "asin": "B07G24DNV4", "price": "$178.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Anzio Softside Expandable Spinner Luggage, Burgundy, Checked-Large 30-Inch", "asin": "B084LP1JLV", "price": "$84.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Omni PC Hardside Expandable Luggage with Spinner Wheels, Caribbean Blue, Checked-Medium 24-Inch", "asin": "B013WFNY20", "price": "$120.32", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30\" Wesley Rolling Duffel Bag", "asin": "B0CV75B856", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag,Weekender Bags for Women with Shoe Compartment\uff0cCarry on Overnight Bag with Toiletry Bag,Gym Duffel Bag with Wet Pocket, Hospital Bags for Labor and Delivery", "asin": "B0C58PY68D", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, Checked Large 28\"", "asin": "B07DCSYKHL", "price": "$85.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Scale for Travel Essentials, Digital Suitcase Weight Scale with Hook, Travel Accessories for Portable Hanging Baggage, 110 Pounds, Battery Included", "asin": "B082LYC2TN", "price": "$11.73", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Pink, Checked Large 28\"", "asin": "B07DCPLC98", "price": "$88.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30-Inch Hardside Checked Luggage With TSA Lock, Hardshell Suitcase With Wheels, Expandable For Up to 12.5% More Space, With Scratch-Resistant Surface, 8 Multi-directional Wheels, Black", "asin": "B07FNSKMST", "price": "$109.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Elysium Luggage & Packing Cubes, Green, 4 Piece Set", "asin": "B093Y32KFQ", "price": "$88.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "10 Set/8 Set Packing Cubes for Travel, Anti-Tearing Suitcase Organizer for Luggage with Shoe & Hanging Toiletry Bag,OlarHike Vacation Essentials & Accessories for Cruise Ship,Gifts for Women Mom,Cream", "asin": "B0BGWZN7MV", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Evergreen, Set", "asin": "B003SMJCE2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "32-inch Collapsible Expandble Travel Rolling Duffel Bag", "asin": "B00OPVAF28", "price": "$27.47", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, Carry-On 20-Inch", "asin": "B07DCTP6D9", "price": "$65.44", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Cosmo Hardside Spinner Luggage, Fern Green, Carry-On 20-Inch", "asin": "B081FT4C2H", "price": "$46.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Carry On Hardside Luggage with Spinner Wheels Expandable TSA Lock Hard Shell Lightweight Suitcase, Blue, 20-Inch", "asin": "B0DNBN2MDM", "price": "$36.05", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Teal, 2 Piece Set", "asin": "B09NRZ5GQ9", "price": "$45.01", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Harper Luggage, Rose Gold, 20-Inch Carry-On", "asin": "B0BWMLN3MS", "price": "$46.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Veken 8 Set Packing Cubes for Travel, Gifts for Women Mom, Suitcase Organizer Bags for Luggage with Hanging Toiletry Bag and Shoe Bag, Vacation Essentials Travel Accessories for Cruise Ship", "asin": "B0B7BP6CJN", "price": "$14.99", "delivery": "FREE delivery for Prime members"},
{"title": "Journey Softside Upright Luggage Set,Expandable, Red, 4-Piece (14/19/24/28)", "asin": "B003S4BVDK", "price": "$113.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Midtown Hardside Luggage Travel, Lilac, 4-Piece Set", "asin": "B09434W895", "price": "$109.53", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag for Men, 65L 85L 115L Foldable Travel Duffel Bag with Shoes Compartment Overnight Bag for Men Women", "asin": "B0986X2YBX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "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": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B015DC2T4O", "price": "$145.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Polka Softside Upright Luggage Set, Expandable, Lightweight, Pink Dots, 4-Piece (14/19/24/28)", "asin": "B000SRL7YI", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Women's Alma Hardside Spinner Luggage, Expandable, Japanese Carmine Red, Carry-On 20-Inch", "asin": "B0BBF4J6H1", "price": "$50.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, 2 Piece (20/28)", "asin": "B00FB4X4GC", "price": "$121.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Spinner Wheel Luggage, Mint, Carry-On 20-Inch", "asin": "B00Z70KYLS", "price": "$45.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"}]
<|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": "2025-04-03T02:13:59.065Z", // 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": "2025-04-03T02:13:24.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:13:43.054Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:13:46.049Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "suitcase"}],
"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": "$99.99", "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": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(6 piece set, NAVY)", "asin": "B0CGXC5XGH", "price": "$179.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "Coolife\nSuitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (Navy, 5 piece set)", "asin": "B0BW9DDKS4", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "quantity": ""},
{"title": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "NEISIA\nLuggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Gray)", "asin": "B0DH1JKL7X", "price": "$169.95", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "GOODLUGG\n20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "quantity": ""},
{"title": "U.S. Traveler\nRio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "quantity": ""}],
"search_results": [{"title": "Carry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "delivery": "FREE delivery Mon, Apr 7 for Prime members Only 1 left in stock - order soon."},
{"title": "Luggage with Spinner Wheels, Polycarbonate Expandable Hard Shell Suitcase, Carry On 20 Inch, Charcoal Metallic", "asin": "B0BDFZT73G", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "20-inch Carry On Luggage Airline Approved - PC+ABS Lightweight Suitcase with Built-in TSA Lock\uff0cHard-shell Durable Rolling Luggage with USB Port", "asin": "B0DTTWVGC8", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 15 left in stock - order soon."},
{"title": "Astral Hardside Luggage, Lilac, 20-Inch Carry-On", "asin": "B0CBNMTGBK", "price": "$64.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "30\" Hardside Large Checked Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 15% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Orange", "asin": "B071DXB6DY", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggage, Purple, 20\" Carry-On", "asin": "B0781W12P2", "price": "$36.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Pcs ABS Hardside Luggage Sets TSA Lock Spinner Wheel Suitcases, Pearly White, 20/24/28 Inch", "asin": "B0DJ11CZHS", "price": "$89.99", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "Freeform 21-Inch Hardside Carry-On Luggage with Spinner Wheels - Hardshell Carry-On Suitcase - TSA, Airline-Approved - Expandable Hard Shell, Smooth Rolling Wheels for Lightweight Travel", "asin": "B01M0A3BKH", "price": "$134.90", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Boren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Pink, Checked-Large 30-Inch", "asin": "B094LGJXN6", "price": "$80.75", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Luggage with Spinner Wheels,Hardside Lightweight Large Checked-Medium Suitcase,Silver+Grey", "asin": "B0CX1CBRBC", "price": "$39.99", "delivery": "$19.99 delivery Apr 11 - 14"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black Polygonal, L)", "asin": "B07VNCTQCK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (grey, S(20in))", "asin": "B07MC6PD3G", "price": "$59.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Hardside Carry On Luggage, Suitcase with Double Spinner Wheels & TSA Lock, Hard Shell, Expandable Rolling Lightweight, Black", "asin": "B0DS5HZNZK", "price": "$49.99", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4"},
{"title": "Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "B014TJR53M", "price": "$119.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Carry on Luggage with Spinner Wheels Lightweight Expandable Hard Shell ABS Suitcase with TSA Lock, Pink, 20 inch", "asin": "B0DK8B7BV1", "price": "$49.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Richmond Spinner Luggage, Blue, Carry-On 22-Inch", "asin": "B0B2Z567H7", "price": "$38.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Quest Luggage Set, Pelican, 2 Piece (30\"/22\")", "asin": "B0C1BSQP94", "price": "$79.89", "delivery": "FREE delivery Sat, Apr 5 Only 10 left in stock (more on the way)."},
{"title": "Luggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Navy)", "asin": "B0DH1DJ63T", "price": "$149.96", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "delivery": "FREE delivery Mon, Apr 14 Or fastest delivery Apr 8 - 10"},
{"title": "Luggage Sets 3 Piece Made of 100% Polycarbonate,Hardshell Suitcases With Detachable Spinner Wheels,Expandable,Carry On Suitcases with TSA Lock,Lightweight,Durable(Pink)", "asin": "B0DSB55LS4", "price": "$169.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "22\" Hardside Spinner Carry-On Luggage, Blue Heaven, 20-Inch", "asin": "B0C7Y5NGMY", "price": "$47.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Omni 2 28-Inch Large Checked Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA Lock - Expandable Polycarbonate Shell for Lightweight Travel - Artic Silver", "asin": "B08BXBCNMQ", "price": "$150.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Out of Bounds Lightweight Hardshell 4-Wheel Spinner Luggage, Granite Blue, 28-Inch Checked", "asin": "B0B93KQW24", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink, 2-Piece (14/19)", "asin": "B00C7AWRA2", "price": "$27.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B0089G8X9W", "price": "$164.67", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "120L Foldable Rolling Duffel Bag with 3 Wheels, Light Weight Travel Duffel bag with Large Loading Capacity, 32 inch Rolling Duffel bag with Shoulder Strap for Travel Camping Sports", "asin": "B0B82GQ5G1", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink Dots, 2-Piece (14/19)", "asin": "B005ES6S22", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, 28-24-20-Inch", "asin": "B015DC2QE2", "price": "$172.69", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "120L Foldable Collapsible Waterproof Travel Duffel Bag for Men and Women with Shoe Compartment", "asin": "B0B5XMK65T", "price": "$28.11", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Xpedition 30 Inch Multi-Pocket Upright Rolling Duffel Bag", "asin": "B09XX63YBY", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Unisex-Adult Bold Softside Expandable Rollaboard Upright Luggage, Grey/Black, Checked-Large 28-Inch", "asin": "B07G24DNV4", "price": "$178.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Anzio Softside Expandable Spinner Luggage, Burgundy, Checked-Large 30-Inch", "asin": "B084LP1JLV", "price": "$84.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Omni PC Hardside Expandable Luggage with Spinner Wheels, Caribbean Blue, Checked-Medium 24-Inch", "asin": "B013WFNY20", "price": "$120.32", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30\" Wesley Rolling Duffel Bag", "asin": "B0CV75B856", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag,Weekender Bags for Women with Shoe Compartment\uff0cCarry on Overnight Bag with Toiletry Bag,Gym Duffel Bag with Wet Pocket, Hospital Bags for Labor and Delivery", "asin": "B0C58PY68D", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, Checked Large 28\"", "asin": "B07DCSYKHL", "price": "$85.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Scale for Travel Essentials, Digital Suitcase Weight Scale with Hook, Travel Accessories for Portable Hanging Baggage, 110 Pounds, Battery Included", "asin": "B082LYC2TN", "price": "$11.73", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Pink, Checked Large 28\"", "asin": "B07DCPLC98", "price": "$88.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30-Inch Hardside Checked Luggage With TSA Lock, Hardshell Suitcase With Wheels, Expandable For Up to 12.5% More Space, With Scratch-Resistant Surface, 8 Multi-directional Wheels, Black", "asin": "B07FNSKMST", "price": "$109.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Elysium Luggage & Packing Cubes, Green, 4 Piece Set", "asin": "B093Y32KFQ", "price": "$88.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "10 Set/8 Set Packing Cubes for Travel, Anti-Tearing Suitcase Organizer for Luggage with Shoe & Hanging Toiletry Bag,OlarHike Vacation Essentials & Accessories for Cruise Ship,Gifts for Women Mom,Cream", "asin": "B0BGWZN7MV", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Evergreen, Set", "asin": "B003SMJCE2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "32-inch Collapsible Expandble Travel Rolling Duffel Bag", "asin": "B00OPVAF28", "price": "$27.47", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, Carry-On 20-Inch", "asin": "B07DCTP6D9", "price": "$65.44", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Cosmo Hardside Spinner Luggage, Fern Green, Carry-On 20-Inch", "asin": "B081FT4C2H", "price": "$46.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Carry On Hardside Luggage with Spinner Wheels Expandable TSA Lock Hard Shell Lightweight Suitcase, Blue, 20-Inch", "asin": "B0DNBN2MDM", "price": "$36.05", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Teal, 2 Piece Set", "asin": "B09NRZ5GQ9", "price": "$45.01", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Harper Luggage, Rose Gold, 20-Inch Carry-On", "asin": "B0BWMLN3MS", "price": "$46.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Veken 8 Set Packing Cubes for Travel, Gifts for Women Mom, Suitcase Organizer Bags for Luggage with Hanging Toiletry Bag and Shoe Bag, Vacation Essentials Travel Accessories for Cruise Ship", "asin": "B0B7BP6CJN", "price": "$14.99", "delivery": "FREE delivery for Prime members"},
{"title": "Journey Softside Upright Luggage Set,Expandable, Red, 4-Piece (14/19/24/28)", "asin": "B003S4BVDK", "price": "$113.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Midtown Hardside Luggage Travel, Lilac, 4-Piece Set", "asin": "B09434W895", "price": "$109.53", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag for Men, 65L 85L 115L Foldable Travel Duffel Bag with Shoes Compartment Overnight Bag for Men Women", "asin": "B0986X2YBX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "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": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B015DC2T4O", "price": "$145.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Polka Softside Upright Luggage Set, Expandable, Lightweight, Pink Dots, 4-Piece (14/19/24/28)", "asin": "B000SRL7YI", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Women's Alma Hardside Spinner Luggage, Expandable, Japanese Carmine Red, Carry-On 20-Inch", "asin": "B0BBF4J6H1", "price": "$50.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, 2 Piece (20/28)", "asin": "B00FB4X4GC", "price": "$121.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Spinner Wheel Luggage, Mint, Carry-On 20-Inch", "asin": "B00Z70KYLS", "price": "$45.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"}]
<|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": "2025-04-03T02:13:59.065Z", // 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": "2025-04-03T02:13:24.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:13:43.054Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:13:46.049Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "suitcase"}],
"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": "$99.99", "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": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(6 piece set, NAVY)", "asin": "B0CGXC5XGH", "price": "$179.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "Coolife\nSuitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (Navy, 5 piece set)", "asin": "B0BW9DDKS4", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "quantity": ""},
{"title": "MGOB\nCarry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "quantity": ""},
{"title": "NEISIA\nLuggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Gray)", "asin": "B0DH1JKL7X", "price": "$169.95", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, PP Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSYKHFT2", "price": "$135.99", "quantity": ""},
{"title": "CONCEPTEN\nLuggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "quantity": ""},
{"title": "GOODLUGG\n20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "quantity": ""},
{"title": "U.S. Traveler\nRio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "quantity": ""}],
"search_results": [{"title": "Carry On Luggage 22x14x9 Airline Approved, Hard Shell Suitcase with Spinner Wheels, PP Lightweight Luggages with TSA Lock, Carry-On Suitcases 20 Inch, Black", "asin": "B0C85J2YDH", "price": "$69.99", "delivery": "FREE delivery Mon, Apr 7 for Prime members Only 1 left in stock - order soon."},
{"title": "Luggage with Spinner Wheels, Polycarbonate Expandable Hard Shell Suitcase, Carry On 20 Inch, Charcoal Metallic", "asin": "B0BDFZT73G", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Blue, Set", "asin": "B000QPD7QI", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "20-Inch Carry-on Luggage with Spinner Wheels and TSA Lock, Airline Approved Lightweight Hardside Suitcase for Travel, Hardshell Suit Case, 20\", Black", "asin": "B0CYSBZ881", "price": "$40.20", "delivery": "FREE delivery Tue, Apr 8 for Prime members"},
{"title": "20-inch Carry On Luggage Airline Approved - PC+ABS Lightweight Suitcase with Built-in TSA Lock\uff0cHard-shell Durable Rolling Luggage with USB Port", "asin": "B0DTTWVGC8", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 15 left in stock - order soon."},
{"title": "Astral Hardside Luggage, Lilac, 20-Inch Carry-On", "asin": "B0CBNMTGBK", "price": "$64.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "30\" Hardside Large Checked Luggage, Hardshell Suitcase With Wheels, Expandable For Up to 15% More Space, With Scratch-Resistant Surface, Four Multi-directional Wheels, Orange", "asin": "B071DXB6DY", "price": "$109.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggage, Purple, 20\" Carry-On", "asin": "B0781W12P2", "price": "$36.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Pcs ABS Hardside Luggage Sets TSA Lock Spinner Wheel Suitcases, Pearly White, 20/24/28 Inch", "asin": "B0DJ11CZHS", "price": "$89.99", "delivery": "FREE delivery Wed, Apr 9"},
{"title": "Freeform 21-Inch Hardside Carry-On Luggage with Spinner Wheels - Hardshell Carry-On Suitcase - TSA, Airline-Approved - Expandable Hard Shell, Smooth Rolling Wheels for Lightweight Travel", "asin": "B01M0A3BKH", "price": "$134.90", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Boren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Pink, Checked-Large 30-Inch", "asin": "B094LGJXN6", "price": "$80.75", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Luggage with Spinner Wheels,Hardside Lightweight Large Checked-Medium Suitcase,Silver+Grey", "asin": "B0CX1CBRBC", "price": "$39.99", "delivery": "$19.99 delivery Apr 11 - 14"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black Polygonal, L)", "asin": "B07VNCTQCK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (grey, S(20in))", "asin": "B07MC6PD3G", "price": "$59.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Hardside Carry On Luggage, Suitcase with Double Spinner Wheels & TSA Lock, Hard Shell, Expandable Rolling Lightweight, Black", "asin": "B0DS5HZNZK", "price": "$49.99", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4"},
{"title": "Sion Softside Expandable Luggage, Black, Carry-On 21-Inch", "asin": "B014TJR53M", "price": "$119.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Carry on Luggage with Spinner Wheels Lightweight Expandable Hard Shell ABS Suitcase with TSA Lock, Pink, 20 inch", "asin": "B0DK8B7BV1", "price": "$49.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Richmond Spinner Luggage, Blue, Carry-On 22-Inch", "asin": "B0B2Z567H7", "price": "$38.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Quest Luggage Set, Pelican, 2 Piece (30\"/22\")", "asin": "B0C1BSQP94", "price": "$79.89", "delivery": "FREE delivery Sat, Apr 5 Only 10 left in stock (more on the way)."},
{"title": "Luggage Sets 5 Piece Luggage Sets Lightweight Hard Shell Suitcases with Spinner Wheels for Family Travel - Durable PC+ABS Material Carry On Luggage (Navy)", "asin": "B0DH1DJ63T", "price": "$149.96", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece, Suitcases with Wheels, Hardshell Suitcase Set, ABS Carry on Luggage Set with TSA Lock, Travel Luggage", "asin": "B0CSY7H4L6", "price": "$135.99", "delivery": "FREE delivery Mon, Apr 14 Or fastest delivery Apr 8 - 10"},
{"title": "Luggage Sets 3 Piece Made of 100% Polycarbonate,Hardshell Suitcases With Detachable Spinner Wheels,Expandable,Carry On Suitcases with TSA Lock,Lightweight,Durable(Pink)", "asin": "B0DSB55LS4", "price": "$169.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "22\" Hardside Spinner Carry-On Luggage, Blue Heaven, 20-Inch", "asin": "B0C7Y5NGMY", "price": "$47.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Omni 2 28-Inch Large Checked Hardside Luggage with 360\u00b0 Spinner Wheels - Scratch Resistant Hardshell - TSA Lock - Expandable Polycarbonate Shell for Lightweight Travel - Artic Silver", "asin": "B08BXBCNMQ", "price": "$150.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Out of Bounds Lightweight Hardshell 4-Wheel Spinner Luggage, Granite Blue, 28-Inch Checked", "asin": "B0B93KQW24", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink, 2-Piece (14/19)", "asin": "B00C7AWRA2", "price": "$27.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B0089G8X9W", "price": "$164.67", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "120L Foldable Rolling Duffel Bag with 3 Wheels, Light Weight Travel Duffel bag with Large Loading Capacity, 32 inch Rolling Duffel bag with Shoulder Strap for Travel Camping Sports", "asin": "B0B82GQ5G1", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Fashion Softside Upright Luggage Set, Expandable, Pink Dots, 2-Piece (14/19)", "asin": "B005ES6S22", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, 28-24-20-Inch", "asin": "B015DC2QE2", "price": "$172.69", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "120L Foldable Collapsible Waterproof Travel Duffel Bag for Men and Women with Shoe Compartment", "asin": "B0B5XMK65T", "price": "$28.11", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Xpedition 30 Inch Multi-Pocket Upright Rolling Duffel Bag", "asin": "B09XX63YBY", "price": "$32.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Unisex-Adult Bold Softside Expandable Rollaboard Upright Luggage, Grey/Black, Checked-Large 28-Inch", "asin": "B07G24DNV4", "price": "$178.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Anzio Softside Expandable Spinner Luggage, Burgundy, Checked-Large 30-Inch", "asin": "B084LP1JLV", "price": "$84.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Omni PC Hardside Expandable Luggage with Spinner Wheels, Caribbean Blue, Checked-Medium 24-Inch", "asin": "B013WFNY20", "price": "$120.32", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30\" Wesley Rolling Duffel Bag", "asin": "B0CV75B856", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag,Weekender Bags for Women with Shoe Compartment\uff0cCarry on Overnight Bag with Toiletry Bag,Gym Duffel Bag with Wet Pocket, Hospital Bags for Labor and Delivery", "asin": "B0C58PY68D", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, Checked Large 28\"", "asin": "B07DCSYKHL", "price": "$85.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Scale for Travel Essentials, Digital Suitcase Weight Scale with Hook, Travel Accessories for Portable Hanging Baggage, 110 Pounds, Battery Included", "asin": "B082LYC2TN", "price": "$11.73", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Pink, Checked Large 28\"", "asin": "B07DCPLC98", "price": "$88.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "30-Inch Hardside Checked Luggage With TSA Lock, Hardshell Suitcase With Wheels, Expandable For Up to 12.5% More Space, With Scratch-Resistant Surface, 8 Multi-directional Wheels, Black", "asin": "B07FNSKMST", "price": "$109.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Elysium Luggage & Packing Cubes, Green, 4 Piece Set", "asin": "B093Y32KFQ", "price": "$88.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "10 Set/8 Set Packing Cubes for Travel, Anti-Tearing Suitcase Organizer for Luggage with Shoe & Hanging Toiletry Bag,OlarHike Vacation Essentials & Accessories for Cruise Ship,Gifts for Women Mom,Cream", "asin": "B0BGWZN7MV", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "Rio Lightweight Carry-On Suitcase 20\" Softside Expandable Design, Durable, Business and Travel, Evergreen, Set", "asin": "B003SMJCE2", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "32-inch Collapsible Expandble Travel Rolling Duffel Bag", "asin": "B00OPVAF28", "price": "$27.47", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM"},
{"title": "London Hardside Spinner Wheel Luggage, Grey, Carry-On 20-Inch", "asin": "B07DCTP6D9", "price": "$65.44", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Cosmo Hardside Spinner Luggage, Fern Green, Carry-On 20-Inch", "asin": "B081FT4C2H", "price": "$46.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Carry On Hardside Luggage with Spinner Wheels Expandable TSA Lock Hard Shell Lightweight Suitcase, Blue, 20-Inch", "asin": "B0DNBN2MDM", "price": "$36.05", "delivery": "FREE delivery Mon, Apr 7 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Teal, 2 Piece Set", "asin": "B09NRZ5GQ9", "price": "$45.01", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Harper Luggage, Rose Gold, 20-Inch Carry-On", "asin": "B0BWMLN3MS", "price": "$46.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Veken 8 Set Packing Cubes for Travel, Gifts for Women Mom, Suitcase Organizer Bags for Luggage with Hanging Toiletry Bag and Shoe Bag, Vacation Essentials Travel Accessories for Cruise Ship", "asin": "B0B7BP6CJN", "price": "$14.99", "delivery": "FREE delivery for Prime members"},
{"title": "Journey Softside Upright Luggage Set,Expandable, Red, 4-Piece (14/19/24/28)", "asin": "B003S4BVDK", "price": "$113.16", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Midtown Hardside Luggage Travel, Lilac, 4-Piece Set", "asin": "B09434W895", "price": "$109.53", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travel Duffle Bag for Men, 65L 85L 115L Foldable Travel Duffel Bag with Shoes Compartment Overnight Bag for Men Women", "asin": "B0986X2YBX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow 10 AM - 3 PM on $25 of qualifying items"},
{"title": "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": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "London Hardside Expandable Luggage with Spinner Wheels, Blue, 28-24-20-Inch", "asin": "B015DC2T4O", "price": "$145.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Polka Softside Upright Luggage Set, Expandable, Lightweight, Pink Dots, 4-Piece (14/19/24/28)", "asin": "B000SRL7YI", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Women's Alma Hardside Spinner Luggage, Expandable, Japanese Carmine Red, Carry-On 20-Inch", "asin": "B0BBF4J6H1", "price": "$50.39", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Orange, 2 Piece (20/28)", "asin": "B00FB4X4GC", "price": "$121.95", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Melbourne Hardside Expandable Spinner Wheel Luggage, Mint, Carry-On 20-Inch", "asin": "B00Z70KYLS", "price": "$45.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"}]
<|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": "2025-04-03T02:13:59.065Z", // 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>
