<|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"}
{"timestamp": "2025-04-03T02:13:59.065Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:09.032Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:10.031Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:16:28.326Z", "action": "click", "action_argument": "page_related"}
<|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": "U.S. Traveler\nBoren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Navy, Checked-Medium 26-Inch", "asin": "B085B4BRRX", "price": "$72.24", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B01M0MAZ3J", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (brown)", "asin": "B09SYVYK9M", "price": "$189.99", "quantity": ""},
{"title": "U.S. Traveler\nAnzio Softside Expandable Spinner Luggage, Navy, Checked-Medium 26-Inch", "asin": "B084LNQLGL", "price": "$67.99", "quantity": ""},
{"title": "NINETYGO\nHardside Expandable Luggage, 28 Inch Luggage with Double Spinner Wheels, Large Checked Luggage, Hardshell PC Lightweight Travel Suitcase with Wheels, TSA Lock, 120L (Gun, Rhine Max)", "asin": "B0CZNMBM7M", "price": "$139.49", "quantity": ""},
{"title": "Coolife\nLuggage Expandable 5 Piece Sets PC+ABS Spinner Suitcase 20 inch 24 inch 28 inch (green new)", "asin": "B07C2WKBPL", "price": "$209.99", "quantity": ""}],
"search_results": [{"title": "Luggage Sets 2 Pieces, 20 Inch Carry On Luggage and Expandable 28 Inch Checked Luggage with Spinner Wheels, Lightweight ABS+PC Hard Shell Suitcase with Front Opening, TSA Lock (Blue, 20/28)", "asin": "B0DHS8YWRV", "price": "$239.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Sets 3 Piece Hardside (3-YEARS VIP SERVICE) Expandable Ultra Durable Polycarbonate Lightweight Carry On Travel Suitcase with TSA Lock Spinner Wheels, Elegant White", "asin": "B0D4TDQP7D", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "2 Piece Luggage Set 20/28 Inch, 20\u201d Carry On with Front Pocket, 28\u201d with Expandable Zipper, ABS+PC Hardshell Lightweight Suitcase, Silver Gray", "asin": "B0D6G3VW6R", "price": "$169.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 6 left in stock - order soon."},
{"title": "3 Piece Luggage Sets with Wheels,Durable Expandable Large Suitcases with Spinner Wheels Tsa Lock, 20in/25in/29in,Red", "asin": "B0CXP5HS13", "price": "$199.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 13 left in stock - order soon."},
{"title": "Suitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (White, 5 piece set)", "asin": "B0BMTCSRSB", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B073GSVW2C", "price": "$169.99", "delivery": "FREE delivery Apr 8 - 10 for Prime members"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Caribbean Blue., M(24in).)", "asin": "B07CVDZNYJ", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black, L)", "asin": "B07DK7S5TT", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "5 piece Luggage Set Expandable Suitcase 22x14x9 Airline Approved Carry on, ABS Hard Case Suitcases with Spinner Wheels, TSA Lock, Durable Waterproof Travel Set (Black)", "asin": "B0DSVX8ZP1", "price": "$109.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Aviron Bay Expandable Softside Luggage with Spinner Wheels, Purple, 30-Inch", "asin": "B085B4D84X", "price": "$72.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 20 left in stock (more on the way)."},
{"title": "Luggage Suitcases with Spinner Wheels PC+ABS Hardshell TSA Lock Checked Luggage 24Inch White", "asin": "B0CCJGXG77", "price": "$99.99", "delivery": "FREE delivery Thu, Apr 10 Only 3 left in stock - order soon."},
{"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": "Luggage Sets 7 Piece Suitcase Set, Hard Shell Carry on Luggage Travel Suitcases with Spinner Wheels and TSA Lock, Lightweight Luggage Set for Women, Black Brown", "asin": "B0CDBCCC87", "price": "$229.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage PC ABS Hardside Lightweight Suitcase with 4 Universal Wheels TSA Lock Checked-Large 28 Inch Light Blue", "asin": "B0BPS5K5HR", "price": "$129.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hard Shell Luggage Sets 5 Piece for Women, Lightweight Hardside Rolling Suitcase Set with Spinner Wheels and TSA Lock, Black", "asin": "B0B4NPQ1PH", "price": "$139.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage 3 Piece Hardside Lightweight Suitcases Sets with Spinner Wheels, Ligth Yellow, 20/24/28 Inch", "asin": "B0DYTCDSLQ", "price": "$79.99", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Luggage Sets Expandable PC+ABS Durable Suitcase Double Wheels TSA Lock 3pcs Black", "asin": "B07GDL7SX1", "price": "$179.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Ultimax Hardside Polycarbonate Spinner Suitcase, Black, 30\" Trunk Luggage", "asin": "B0BSH94J6P", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Luggage Sets 3 Piece ABS+PC Hardside Lightweight Suitcase with Spinner Wheels TSA Lock Carry on 20 24 28 Inch Haze Blue", "asin": "B0D7D427FQ", "price": "$143.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Luggage Set 3 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets (Blue Green,20\"+24\"+28\")", "asin": "B0CR621HHJ", "price": "$139.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Softside Expandable 24 Inch Luggage with Spinner Wheels Lightweight Suitcase (Navy, Checked-Large 24-Inch)", "asin": "B0CN1238PT", "price": "$131.31", "delivery": "FREE delivery Sat, Apr 5 Only 18 left in stock - order soon."},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Purple, Checked-Medium 24-Inch", "asin": "B00TA4Z6N8", "price": "$134.30", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggages, Navy Blue, 5 Piece Set, TCL-77995-410", "asin": "B07S92BR3S", "price": "$121.17", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Fieldbrook XLT Softside Upright Luggage, Red/Black, 4-Piece Set (BB/DF/21/25)", "asin": "B07B6LMH2Q"},
{"title": "Flex 360 Large Checked Fully Collapsible Suitcase - Hardshell, Silent Smooth Double Spinner Wheels, Scratch, Water & Impact Resistant, TSA Approved Lock, (Atlantic Blue, Checked-Large 29-Inch)", "asin": "B0BM52FTFG", "price": "$77.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Piece Luggage Sets with Spinner Wheels Front Open Pocket, ABS+PC Suitcase with TSA Lock & YKK Zipper, Carry On 20/24 inch Medium +Toiletry Bag+Handbag, Apricot Off White", "asin": "B0DKNLRLQ6", "price": "$124.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Pagosa Indestructible Hardshell Expandable Spinner Luggage, Baby Blue, Check-in Only", "asin": "B085B5NXPG", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Amsterdam Expandable Rolling Upright Luggage, Burgundy, Checked-Large 29-Inch", "asin": "B001PZ7B38", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Titanium Hardside Expandable Luggage with Spinner Wheels Checked Luggage, Graphite, Checked-Medium 25 Inch", "asin": "B00MQF3HSY", "price": "$143.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Renegade Luggage Expandable 8-Wheel Spinner Lightweight Hardside Suitcase, Black, 24-Inch Checked", "asin": "B00PIHJTAW", "price": "$110.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "7272 Energie Expandable Hardside Luggage With Spinner Wheels and TSA Lock, Black, Checked-Medium 24-Inch", "asin": "B07X5CTFXZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Maxlite Air Hardside Expandable Checked Luggage, 8 Spinner Wheels, Lightweight Hard Shell Polycarbonate Suitcase, Black, Checked Large 28-Inch", "asin": "B09RNCTL27"},
{"title": "Expandable Suitcase Luggage set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (blue)", "asin": "B09SYVZXS9", "price": "$189.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Cruise 3.0 Hardside Expandable Luggage with Spinner Wheels, Graphite, Checked-Medium 24 Inch", "asin": "B09R3KSKTR", "price": "$155.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Maxporter II 30\" Hardside Spinner Trunk Luggage, Expandable, Navy", "asin": "B07H515VCZ", "price": "$299.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Orange, Checked-Large 28-Inch", "asin": "B00EALLQ5I", "price": "$167.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner 20in 24in 28in Carry on (white grid new, M(24in))", "asin": "B07LFQY4T8", "price": "$74.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Helium DLX Softside Expandable Luggage with Spinner Wheels, Black, Checked-Medium 25 Inch", "asin": "B09R2LMQBX", "price": "$172.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Checked Luggage with Spinner Wheels, PP Lightweight Suitcase for Travel, Expandable(Black, 24 Inch)", "asin": "B0DX269L9L", "price": "$69.99", "delivery": "FREE delivery Thu, Apr 10 Only 6 left in stock - order soon."},
{"title": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase 3 Piece Set with TSA Lock Spinner 20in24in28in (lake blue)", "asin": "B07C2PXPM4", "price": "$179.99", "delivery": "FREE delivery Apr 9 - 10"},
{"title": "3 Luggage Sets, ABS Hardshell Suitcase Spinner Wheels with Combination Lock, Snow White, 20/24/28 Inch", "asin": "B0F2HMXJ4K", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Stryde 2 Hardside Expandable Luggage with Double Spinner Wheels, Large Glider, Deep Teal", "asin": "B084J47P9B", "price": "$239.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece,Polycarbonate Hardside Carry On Suitcase Set with Spinner Wheel TSA Lock, Suitcase set with Travel Bag for Women Men", "asin": "B0DCSLVGCJ", "price": "$179.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B0C5Z9ZYGD", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (blue+sliver)", "asin": "B06XVSR3JZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Lightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Teal Blue (20+24+28 inch)", "asin": "B0DKNL5FL5", "price": "$144.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Fashion Softside Upright Luggage Set, Telescoping Handles, Black Plaid, 4-Piece (14/19/24/28)", "asin": "B0014E8V0W", "price": "$77.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DP2DSVG2", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 3 Piece Luggage Set Carry On Suitcase Hardside Luggage with TSA Lock Spinner Wheels(White, 6 piece set)", "asin": "B0CGM884JS", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moonlight Hardside Expandable Luggage with Spinner Wheels, Black Marble, Checked-Large 28-Inch", "asin": "B07ZSWKZYN", "price": "$156.24", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage(OliveDrab, 5-Piece Set(20\"/24\"/28\"))", "asin": "B0D48PRXPS", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Piece Luggage Sets For Men Women Expandable Durable Polycarbonate Hardsided Suitcase Sets with Spinner Wheels, TSA Lock, Lightweight Stylish Travel Zipper Suitcases 3 Pcs 20/24/28 Inch, Blue", "asin": "B0CVTTN7HS", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DJVNKZFQ", "price": "$139.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Belle Voyage Softside Luggage with Spinner Wheels, Red, Checked-Medium 25-Inch", "asin": "B081KR1T8K", "price": "$99.01", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Black, 24\" Medium", "asin": "B0CR5CJNFQ", "price": "$92.02", "delivery": "FREE delivery Apr 18 - May 1 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Black, 3 Piece Set", "asin": "B07S8DMW5W", "price": "$131.98", "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": "2025-04-03T02:17:00.567Z", // 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"}
{"timestamp": "2025-04-03T02:13:59.065Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:09.032Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:10.031Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:16:28.326Z", "action": "click", "action_argument": "page_related"}
<|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": "U.S. Traveler\nBoren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Navy, Checked-Medium 26-Inch", "asin": "B085B4BRRX", "price": "$72.24", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B01M0MAZ3J", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (brown)", "asin": "B09SYVYK9M", "price": "$189.99", "quantity": ""},
{"title": "U.S. Traveler\nAnzio Softside Expandable Spinner Luggage, Navy, Checked-Medium 26-Inch", "asin": "B084LNQLGL", "price": "$67.99", "quantity": ""},
{"title": "NINETYGO\nHardside Expandable Luggage, 28 Inch Luggage with Double Spinner Wheels, Large Checked Luggage, Hardshell PC Lightweight Travel Suitcase with Wheels, TSA Lock, 120L (Gun, Rhine Max)", "asin": "B0CZNMBM7M", "price": "$139.49", "quantity": ""},
{"title": "Coolife\nLuggage Expandable 5 Piece Sets PC+ABS Spinner Suitcase 20 inch 24 inch 28 inch (green new)", "asin": "B07C2WKBPL", "price": "$209.99", "quantity": ""}],
"search_results": [{"title": "Luggage Sets 2 Pieces, 20 Inch Carry On Luggage and Expandable 28 Inch Checked Luggage with Spinner Wheels, Lightweight ABS+PC Hard Shell Suitcase with Front Opening, TSA Lock (Blue, 20/28)", "asin": "B0DHS8YWRV", "price": "$239.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Sets 3 Piece Hardside (3-YEARS VIP SERVICE) Expandable Ultra Durable Polycarbonate Lightweight Carry On Travel Suitcase with TSA Lock Spinner Wheels, Elegant White", "asin": "B0D4TDQP7D", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "2 Piece Luggage Set 20/28 Inch, 20\u201d Carry On with Front Pocket, 28\u201d with Expandable Zipper, ABS+PC Hardshell Lightweight Suitcase, Silver Gray", "asin": "B0D6G3VW6R", "price": "$169.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 6 left in stock - order soon."},
{"title": "3 Piece Luggage Sets with Wheels,Durable Expandable Large Suitcases with Spinner Wheels Tsa Lock, 20in/25in/29in,Red", "asin": "B0CXP5HS13", "price": "$199.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 13 left in stock - order soon."},
{"title": "Suitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (White, 5 piece set)", "asin": "B0BMTCSRSB", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B073GSVW2C", "price": "$169.99", "delivery": "FREE delivery Apr 8 - 10 for Prime members"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Caribbean Blue., M(24in).)", "asin": "B07CVDZNYJ", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black, L)", "asin": "B07DK7S5TT", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "5 piece Luggage Set Expandable Suitcase 22x14x9 Airline Approved Carry on, ABS Hard Case Suitcases with Spinner Wheels, TSA Lock, Durable Waterproof Travel Set (Black)", "asin": "B0DSVX8ZP1", "price": "$109.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Aviron Bay Expandable Softside Luggage with Spinner Wheels, Purple, 30-Inch", "asin": "B085B4D84X", "price": "$72.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 20 left in stock (more on the way)."},
{"title": "Luggage Suitcases with Spinner Wheels PC+ABS Hardshell TSA Lock Checked Luggage 24Inch White", "asin": "B0CCJGXG77", "price": "$99.99", "delivery": "FREE delivery Thu, Apr 10 Only 3 left in stock - order soon."},
{"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": "Luggage Sets 7 Piece Suitcase Set, Hard Shell Carry on Luggage Travel Suitcases with Spinner Wheels and TSA Lock, Lightweight Luggage Set for Women, Black Brown", "asin": "B0CDBCCC87", "price": "$229.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage PC ABS Hardside Lightweight Suitcase with 4 Universal Wheels TSA Lock Checked-Large 28 Inch Light Blue", "asin": "B0BPS5K5HR", "price": "$129.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hard Shell Luggage Sets 5 Piece for Women, Lightweight Hardside Rolling Suitcase Set with Spinner Wheels and TSA Lock, Black", "asin": "B0B4NPQ1PH", "price": "$139.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage 3 Piece Hardside Lightweight Suitcases Sets with Spinner Wheels, Ligth Yellow, 20/24/28 Inch", "asin": "B0DYTCDSLQ", "price": "$79.99", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Luggage Sets Expandable PC+ABS Durable Suitcase Double Wheels TSA Lock 3pcs Black", "asin": "B07GDL7SX1", "price": "$179.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Ultimax Hardside Polycarbonate Spinner Suitcase, Black, 30\" Trunk Luggage", "asin": "B0BSH94J6P", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Luggage Sets 3 Piece ABS+PC Hardside Lightweight Suitcase with Spinner Wheels TSA Lock Carry on 20 24 28 Inch Haze Blue", "asin": "B0D7D427FQ", "price": "$143.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Luggage Set 3 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets (Blue Green,20\"+24\"+28\")", "asin": "B0CR621HHJ", "price": "$139.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Softside Expandable 24 Inch Luggage with Spinner Wheels Lightweight Suitcase (Navy, Checked-Large 24-Inch)", "asin": "B0CN1238PT", "price": "$131.31", "delivery": "FREE delivery Sat, Apr 5 Only 18 left in stock - order soon."},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Purple, Checked-Medium 24-Inch", "asin": "B00TA4Z6N8", "price": "$134.30", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggages, Navy Blue, 5 Piece Set, TCL-77995-410", "asin": "B07S92BR3S", "price": "$121.17", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Fieldbrook XLT Softside Upright Luggage, Red/Black, 4-Piece Set (BB/DF/21/25)", "asin": "B07B6LMH2Q"},
{"title": "Flex 360 Large Checked Fully Collapsible Suitcase - Hardshell, Silent Smooth Double Spinner Wheels, Scratch, Water & Impact Resistant, TSA Approved Lock, (Atlantic Blue, Checked-Large 29-Inch)", "asin": "B0BM52FTFG", "price": "$77.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Piece Luggage Sets with Spinner Wheels Front Open Pocket, ABS+PC Suitcase with TSA Lock & YKK Zipper, Carry On 20/24 inch Medium +Toiletry Bag+Handbag, Apricot Off White", "asin": "B0DKNLRLQ6", "price": "$124.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Pagosa Indestructible Hardshell Expandable Spinner Luggage, Baby Blue, Check-in Only", "asin": "B085B5NXPG", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Amsterdam Expandable Rolling Upright Luggage, Burgundy, Checked-Large 29-Inch", "asin": "B001PZ7B38", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Titanium Hardside Expandable Luggage with Spinner Wheels Checked Luggage, Graphite, Checked-Medium 25 Inch", "asin": "B00MQF3HSY", "price": "$143.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Renegade Luggage Expandable 8-Wheel Spinner Lightweight Hardside Suitcase, Black, 24-Inch Checked", "asin": "B00PIHJTAW", "price": "$110.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "7272 Energie Expandable Hardside Luggage With Spinner Wheels and TSA Lock, Black, Checked-Medium 24-Inch", "asin": "B07X5CTFXZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Maxlite Air Hardside Expandable Checked Luggage, 8 Spinner Wheels, Lightweight Hard Shell Polycarbonate Suitcase, Black, Checked Large 28-Inch", "asin": "B09RNCTL27"},
{"title": "Expandable Suitcase Luggage set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (blue)", "asin": "B09SYVZXS9", "price": "$189.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Cruise 3.0 Hardside Expandable Luggage with Spinner Wheels, Graphite, Checked-Medium 24 Inch", "asin": "B09R3KSKTR", "price": "$155.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Maxporter II 30\" Hardside Spinner Trunk Luggage, Expandable, Navy", "asin": "B07H515VCZ", "price": "$299.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Orange, Checked-Large 28-Inch", "asin": "B00EALLQ5I", "price": "$167.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner 20in 24in 28in Carry on (white grid new, M(24in))", "asin": "B07LFQY4T8", "price": "$74.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Helium DLX Softside Expandable Luggage with Spinner Wheels, Black, Checked-Medium 25 Inch", "asin": "B09R2LMQBX", "price": "$172.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Checked Luggage with Spinner Wheels, PP Lightweight Suitcase for Travel, Expandable(Black, 24 Inch)", "asin": "B0DX269L9L", "price": "$69.99", "delivery": "FREE delivery Thu, Apr 10 Only 6 left in stock - order soon."},
{"title": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase 3 Piece Set with TSA Lock Spinner 20in24in28in (lake blue)", "asin": "B07C2PXPM4", "price": "$179.99", "delivery": "FREE delivery Apr 9 - 10"},
{"title": "3 Luggage Sets, ABS Hardshell Suitcase Spinner Wheels with Combination Lock, Snow White, 20/24/28 Inch", "asin": "B0F2HMXJ4K", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Stryde 2 Hardside Expandable Luggage with Double Spinner Wheels, Large Glider, Deep Teal", "asin": "B084J47P9B", "price": "$239.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece,Polycarbonate Hardside Carry On Suitcase Set with Spinner Wheel TSA Lock, Suitcase set with Travel Bag for Women Men", "asin": "B0DCSLVGCJ", "price": "$179.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B0C5Z9ZYGD", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (blue+sliver)", "asin": "B06XVSR3JZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Lightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Teal Blue (20+24+28 inch)", "asin": "B0DKNL5FL5", "price": "$144.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Fashion Softside Upright Luggage Set, Telescoping Handles, Black Plaid, 4-Piece (14/19/24/28)", "asin": "B0014E8V0W", "price": "$77.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DP2DSVG2", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 3 Piece Luggage Set Carry On Suitcase Hardside Luggage with TSA Lock Spinner Wheels(White, 6 piece set)", "asin": "B0CGM884JS", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moonlight Hardside Expandable Luggage with Spinner Wheels, Black Marble, Checked-Large 28-Inch", "asin": "B07ZSWKZYN", "price": "$156.24", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage(OliveDrab, 5-Piece Set(20\"/24\"/28\"))", "asin": "B0D48PRXPS", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Piece Luggage Sets For Men Women Expandable Durable Polycarbonate Hardsided Suitcase Sets with Spinner Wheels, TSA Lock, Lightweight Stylish Travel Zipper Suitcases 3 Pcs 20/24/28 Inch, Blue", "asin": "B0CVTTN7HS", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DJVNKZFQ", "price": "$139.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Belle Voyage Softside Luggage with Spinner Wheels, Red, Checked-Medium 25-Inch", "asin": "B081KR1T8K", "price": "$99.01", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Black, 24\" Medium", "asin": "B0CR5CJNFQ", "price": "$92.02", "delivery": "FREE delivery Apr 18 - May 1 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Black, 3 Piece Set", "asin": "B07S8DMW5W", "price": "$131.98", "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": "2025-04-03T02:17:00.567Z", // 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"}
{"timestamp": "2025-04-03T02:13:59.065Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:09.032Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:14:10.031Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-03T02:16:28.326Z", "action": "click", "action_argument": "page_related"}
<|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": "U.S. Traveler\nBoren Polycarbonate Hardside Rugged Travel Suitcase Luggage with 8 Spinner Wheels, Aluminum Handle, Navy, Checked-Medium 26-Inch", "asin": "B085B4BRRX", "price": "$72.24", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B01M0MAZ3J", "price": "$199.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable Suitcase set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (brown)", "asin": "B09SYVYK9M", "price": "$189.99", "quantity": ""},
{"title": "U.S. Traveler\nAnzio Softside Expandable Spinner Luggage, Navy, Checked-Medium 26-Inch", "asin": "B084LNQLGL", "price": "$67.99", "quantity": ""},
{"title": "NINETYGO\nHardside Expandable Luggage, 28 Inch Luggage with Double Spinner Wheels, Large Checked Luggage, Hardshell PC Lightweight Travel Suitcase with Wheels, TSA Lock, 120L (Gun, Rhine Max)", "asin": "B0CZNMBM7M", "price": "$139.49", "quantity": ""},
{"title": "Coolife\nLuggage Expandable 5 Piece Sets PC+ABS Spinner Suitcase 20 inch 24 inch 28 inch (green new)", "asin": "B07C2WKBPL", "price": "$209.99", "quantity": ""}],
"search_results": [{"title": "Luggage Sets 2 Pieces, 20 Inch Carry On Luggage and Expandable 28 Inch Checked Luggage with Spinner Wheels, Lightweight ABS+PC Hard Shell Suitcase with Front Opening, TSA Lock (Blue, 20/28)", "asin": "B0DHS8YWRV", "price": "$239.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Sets 3 Piece Hardside (3-YEARS VIP SERVICE) Expandable Ultra Durable Polycarbonate Lightweight Carry On Travel Suitcase with TSA Lock Spinner Wheels, Elegant White", "asin": "B0D4TDQP7D", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "2 Piece Luggage Set 20/28 Inch, 20\u201d Carry On with Front Pocket, 28\u201d with Expandable Zipper, ABS+PC Hardshell Lightweight Suitcase, Silver Gray", "asin": "B0D6G3VW6R", "price": "$169.99", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 6 left in stock - order soon."},
{"title": "3 Piece Luggage Sets with Wheels,Durable Expandable Large Suitcases with Spinner Wheels Tsa Lock, 20in/25in/29in,Red", "asin": "B0CXP5HS13", "price": "$199.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 13 left in stock - order soon."},
{"title": "Suitcase Set 3 Piece Luggage Set Carry On Hardside Luggage with TSA Lock Spinner Wheels (White, 5 piece set)", "asin": "B0BMTCSRSB", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock", "asin": "B073GSVW2C", "price": "$169.99", "delivery": "FREE delivery Apr 8 - 10 for Prime members"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Caribbean Blue., M(24in).)", "asin": "B07CVDZNYJ", "price": "$79.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Travel Luggage Cover Suitcase Protector Fits 27-30 Inch Case (Black, L)", "asin": "B07DK7S5TT", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "5 piece Luggage Set Expandable Suitcase 22x14x9 Airline Approved Carry on, ABS Hard Case Suitcases with Spinner Wheels, TSA Lock, Durable Waterproof Travel Set (Black)", "asin": "B0DSVX8ZP1", "price": "$109.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Aviron Bay Expandable Softside Luggage with Spinner Wheels, Purple, 30-Inch", "asin": "B085B4D84X", "price": "$72.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 3 Only 20 left in stock (more on the way)."},
{"title": "Luggage Suitcases with Spinner Wheels PC+ABS Hardshell TSA Lock Checked Luggage 24Inch White", "asin": "B0CCJGXG77", "price": "$99.99", "delivery": "FREE delivery Thu, Apr 10 Only 3 left in stock - order soon."},
{"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": "Luggage Sets 7 Piece Suitcase Set, Hard Shell Carry on Luggage Travel Suitcases with Spinner Wheels and TSA Lock, Lightweight Luggage Set for Women, Black Brown", "asin": "B0CDBCCC87", "price": "$229.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage PC ABS Hardside Lightweight Suitcase with 4 Universal Wheels TSA Lock Checked-Large 28 Inch Light Blue", "asin": "B0BPS5K5HR", "price": "$129.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hard Shell Luggage Sets 5 Piece for Women, Lightweight Hardside Rolling Suitcase Set with Spinner Wheels and TSA Lock, Black", "asin": "B0B4NPQ1PH", "price": "$139.98", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage 3 Piece Hardside Lightweight Suitcases Sets with Spinner Wheels, Ligth Yellow, 20/24/28 Inch", "asin": "B0DYTCDSLQ", "price": "$79.99", "delivery": "FREE delivery Wed, Apr 9 for Prime members"},
{"title": "Luggage Sets Expandable PC+ABS Durable Suitcase Double Wheels TSA Lock 3pcs Black", "asin": "B07GDL7SX1", "price": "$179.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Ultimax Hardside Polycarbonate Spinner Suitcase, Black, 30\" Trunk Luggage", "asin": "B0BSH94J6P", "price": "$229.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Luggage Sets 3 Piece ABS+PC Hardside Lightweight Suitcase with Spinner Wheels TSA Lock Carry on 20 24 28 Inch Haze Blue", "asin": "B0D7D427FQ", "price": "$143.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Luggage Set 3 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets (Blue Green,20\"+24\"+28\")", "asin": "B0CR621HHJ", "price": "$139.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Softside Expandable 24 Inch Luggage with Spinner Wheels Lightweight Suitcase (Navy, Checked-Large 24-Inch)", "asin": "B0CN1238PT", "price": "$131.31", "delivery": "FREE delivery Sat, Apr 5 Only 18 left in stock - order soon."},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Purple, Checked-Medium 24-Inch", "asin": "B00TA4Z6N8", "price": "$134.30", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Chicago Hardside Expandable Spinner Luggages, Navy Blue, 5 Piece Set, TCL-77995-410", "asin": "B07S92BR3S", "price": "$121.17", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Fieldbrook XLT Softside Upright Luggage, Red/Black, 4-Piece Set (BB/DF/21/25)", "asin": "B07B6LMH2Q"},
{"title": "Flex 360 Large Checked Fully Collapsible Suitcase - Hardshell, Silent Smooth Double Spinner Wheels, Scratch, Water & Impact Resistant, TSA Approved Lock, (Atlantic Blue, Checked-Large 29-Inch)", "asin": "B0BM52FTFG", "price": "$77.78", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "2 Piece Luggage Sets with Spinner Wheels Front Open Pocket, ABS+PC Suitcase with TSA Lock & YKK Zipper, Carry On 20/24 inch Medium +Toiletry Bag+Handbag, Apricot Off White", "asin": "B0DKNLRLQ6", "price": "$124.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Pagosa Indestructible Hardshell Expandable Spinner Luggage, Baby Blue, Check-in Only", "asin": "B085B5NXPG", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Amsterdam Expandable Rolling Upright Luggage, Burgundy, Checked-Large 29-Inch", "asin": "B001PZ7B38", "price": "$67.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Titanium Hardside Expandable Luggage with Spinner Wheels Checked Luggage, Graphite, Checked-Medium 25 Inch", "asin": "B00MQF3HSY", "price": "$143.54", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Renegade Luggage Expandable 8-Wheel Spinner Lightweight Hardside Suitcase, Black, 24-Inch Checked", "asin": "B00PIHJTAW", "price": "$110.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "7272 Energie Expandable Hardside Luggage With Spinner Wheels and TSA Lock, Black, Checked-Medium 24-Inch", "asin": "B07X5CTFXZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Maxlite Air Hardside Expandable Checked Luggage, 8 Spinner Wheels, Lightweight Hard Shell Polycarbonate Suitcase, Black, Checked Large 28-Inch", "asin": "B09RNCTL27"},
{"title": "Expandable Suitcase Luggage set PC ABS TSA Lock Spinner Carry on 3 Piece Sets (blue)", "asin": "B09SYVZXS9", "price": "$189.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Cruise 3.0 Hardside Expandable Luggage with Spinner Wheels, Graphite, Checked-Medium 24 Inch", "asin": "B09R3KSKTR", "price": "$155.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Maxporter II 30\" Hardside Spinner Trunk Luggage, Expandable, Navy", "asin": "B07H515VCZ", "price": "$299.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Winfield 2 Hardside Expandable Luggage with Spinner Wheels, Orange, Checked-Large 28-Inch", "asin": "B00EALLQ5I", "price": "$167.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner 20in 24in 28in Carry on (white grid new, M(24in))", "asin": "B07LFQY4T8", "price": "$74.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Helium DLX Softside Expandable Luggage with Spinner Wheels, Black, Checked-Medium 25 Inch", "asin": "B09R2LMQBX", "price": "$172.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Checked Luggage with Spinner Wheels, PP Lightweight Suitcase for Travel, Expandable(Black, 24 Inch)", "asin": "B0DX269L9L", "price": "$69.99", "delivery": "FREE delivery Thu, Apr 10 Only 6 left in stock - order soon."},
{"title": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable(only 28\") Suitcase 3 Piece Set with TSA Lock Spinner 20in24in28in (lake blue)", "asin": "B07C2PXPM4", "price": "$179.99", "delivery": "FREE delivery Apr 9 - 10"},
{"title": "3 Luggage Sets, ABS Hardshell Suitcase Spinner Wheels with Combination Lock, Snow White, 20/24/28 Inch", "asin": "B0F2HMXJ4K", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "UpLIFT 25\" Lightweight Softside Luggage with Spinner Wheels - Expandable, Medium Checked - Airline-Approved, Polyester Soft Suitcase for Ultra Light Travel - Elemental Blue", "asin": "B0DFCZHN4C", "price": "$229.99", "delivery": "FREE delivery Sat, Apr 5 Only 4 left in stock - order soon."},
{"title": "Stryde 2 Hardside Expandable Luggage with Double Spinner Wheels, Large Glider, Deep Teal", "asin": "B084J47P9B", "price": "$239.49", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece,Polycarbonate Hardside Carry On Suitcase Set with Spinner Wheel TSA Lock, Suitcase set with Travel Bag for Women Men", "asin": "B0DCSLVGCJ", "price": "$179.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B0C5Z9ZYGD", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (blue+sliver)", "asin": "B06XVSR3JZ", "price": "$179.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Lightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Teal Blue (20+24+28 inch)", "asin": "B0DKNL5FL5", "price": "$144.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"title": "Fashion Softside Upright Luggage Set, Telescoping Handles, Black Plaid, 4-Piece (14/19/24/28)", "asin": "B0014E8V0W", "price": "$77.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DP2DSVG2", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 3 Piece Luggage Set Carry On Suitcase Hardside Luggage with TSA Lock Spinner Wheels(White, 6 piece set)", "asin": "B0CGM884JS", "price": "$189.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Moonlight Hardside Expandable Luggage with Spinner Wheels, Black Marble, Checked-Large 28-Inch", "asin": "B07ZSWKZYN", "price": "$156.24", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage(OliveDrab, 5-Piece Set(20\"/24\"/28\"))", "asin": "B0D48PRXPS", "price": "$139.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "3 Piece Luggage Sets For Men Women Expandable Durable Polycarbonate Hardsided Suitcase Sets with Spinner Wheels, TSA Lock, Lightweight Stylish Travel Zipper Suitcases 3 Pcs 20/24/28 Inch, Blue", "asin": "B0CVTTN7HS", "price": "$119.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece Suitcases with Wheels, Suitcase Set ABS Hard Case Luggage with TSA Lock Spinner Wheels Durable Travel Luggage", "asin": "B0DJVNKZFQ", "price": "$139.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Belle Voyage Softside Luggage with Spinner Wheels, Red, Checked-Medium 25-Inch", "asin": "B081KR1T8K", "price": "$99.01", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Melbourne Hardside Expandable Luggage with Spinner Wheels, Black, 24\" Medium", "asin": "B0CR5CJNFQ", "price": "$92.02", "delivery": "FREE delivery Apr 18 - May 1 for Prime members"},
{"title": "Smart Luggage Cup Holder and USB Port, Black, 3 Piece Set", "asin": "B07S8DMW5W", "price": "$131.98", "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": "2025-04-03T02:17:00.567Z", // 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>
