<|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"}
{"timestamp": "2025-04-03T02:17:00.567Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:17:15.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:17:17.753Z", "action": "input", "action_argument": "suitcase 2"}
<|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 2"}],
"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": "Joyway\nLuggage Set 3 Piece Suitcase Sets with Spinner Wheel,Hardside Expandable Travel Laggage with TSA Lock (13/20/24/28 Green brown", "asin": "B0DB52K6NB", "price": "$169.98", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Charcoal., M(24in).)", "asin": "B07CVGLTS2", "price": "$84.99", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "quantity": ""},
{"title": "mixi\nTravel Bag with Wheels Expandable Foldable Luggage Bag Collapsible Rolling Travel Bag Duffel Bag Large Capacity Suitcase for Men Women, Black", "asin": "B0D49GHRB3", "price": "$69.99", "quantity": ""},
{"title": "LUGGEX\n28 Inch Trunk Luggage with Spinner Wheels, Deep Capacity and Expandable Design, Shock Absorbing Wheels, Adventure Ready Travel Companion, Blue, 92.2L", "asin": "B0DNZCKNQ8", "price": "$169.99", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "price": "$179.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set 6 Piece Luggage ABS hardshell TSA Lock Spinner Wheels Luggage Carry on Suitcase (NAVY, 6 piece set)", "asin": "B0BXCNDHK3", "price": "$189.99", "quantity": ""},
{"title": "SHOWKOO\nLuggage Sets 3 Piece Hardside Expandable Suitcase with Double Spinner Wheels Tsa Lock Black (20in/24in/28in)", "asin": "B0D1YFP5WF", "price": "$179.99", "quantity": ""},
{"title": "Coolife\nExpandable Suitcase PC ABS TSA Luggage Lock Spinner Carry on (wine red, 3 piece set)", "asin": "B07PY6NV9M", "price": "$189.99", "quantity": ""},
{"title": "Coolife\nLuggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock (orange)", "asin": "B01GNMMQ8W", "price": "$179.99", "quantity": ""},
{"title": "WireHot\nLightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Apricot Off White (20+24+28 inch)", "asin": "B0DKNL17MW", "price": "$134.99", "quantity": ""}],
"search_results": [{"title": "Premium Carry on Luggage - Airline Approved Spinner Wheels, TSA Lock, Hard Shell Suitcase with Metal Corner - Perfect Travel Companion for Adults", "asin": "B0CT2JN85C", "price": "$53.19", "delivery": "FREE delivery Sat, Apr 5 Only 13 left in stock - order soon."},
{"title": "40\"\" Navy Blue Large Expandable Rolling 6 Wheeled Duffel Bag Spinner Suitcase Luggage (Red), BLK1PK40", "asin": "B0D5C1VKVQ", "price": "$29.49", "delivery": "FREE delivery Apr 9 - 11 Or fastest delivery Mon, Apr 7"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "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": "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 Set of 3 Hardside Suitcase Sets with TSA Lock 4 Spinner Wheels, ABS Lightweight Trolley Travel Case for Carry On Check-in Business Trip, Smoky Purple (20/24/28)", "asin": "B0CN1CLT1F", "price": "$65.99", "delivery": "$19.99 delivery Apr 7 - 9"},
{"title": "Reaction Flying Axis Collection Lightweight Hardside Expandable 8-Wheel Spinner Luggage, Silver, 28-Inch Checked", "asin": "B086M84W68", "price": "$89.97", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 10 left in stock - order soon."},
{"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": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"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": "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": "Anzio Softside Expandable Spinner Luggage, Navy, Checked-Large 30-Inch", "asin": "B084LNKHPM", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 3 Piece Softside Expandable Lightweight Durable Suitcase Sets Double Spinner Wheels TSA Lock Armygreen (20in/24in/28in)", "asin": "B09GXW28BF", "price": "$179.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece PP Hardshell Carry on Suitcase, Travel Lightweight Carry-on with Double Spinner Wheels and TSA Lock, Black Brown", "asin": "B0DCYHF8K8", "price": "$159.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"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 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 Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"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": "Carry On Luggage, 20\u201d Suitcase w/TSA Lock, Front Pocket, Expandable Tabletop, External USB Charger & Spinner Wheels, Lightweight PC Hardshell Carry-on Luggage for Business Trip (Black)", "asin": "B0BGPYXSRK", "price": "$69.99", "delivery": "$19.99 delivery Mon, Apr 14"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (white, M(24in).)", "asin": "B09T5PK7GT", "price": "$84.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "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 4 Piece Set Suitcase Expandable TSA lock spinner softshell", "asin": "B074KV7M6N", "price": "$189.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "3 Piece Luggage Set, Hardshell Luggage Sets with TSA Lock, PC+ABS Lightweight Suitcase Sets with 360\u00b0 Spinner Wheels BLACK (20/24/28)", "asin": "B0CTCHXJ9Z", "price": "$101.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hardside Expandable Luggage, Waterproof Suitcase with Spinner Wheels&Height Adjustable Handle for Travel, Business Trips. Blue", "asin": "B0CXD8YYW1", "price": "$21.99", "delivery": "$25.99 delivery Apr 7 - 9"},
{"title": "24 Inch Checked Luggage Front Opening Rolling Suitcase Hard Sided Luggage with Spinner Wheels Travel Luggagefor Woman Men.(Dark Green)", "asin": "B0DK723TDK", "price": "$166.59", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(3 piece set (DB), WHITE-BROWN)", "asin": "B0CGX7QT81", "price": "$79.99", "delivery": "FREE delivery Apr 5 - 6"},
{"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": "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": "TRAVELKIN Luggage Cover Washable Suitcase Cover Suitcase Protector Anti-scratch Fits 18-32 Inch Luggage", "asin": "B0CLCBGNZ9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Set of 3 Hardside Carry on Suitcase Sets with Spinner Wheels & TSA lock, Portable Lightweight ABS Luggages for Travel, Business - Blue (20/24/28)", "asin": "B0B6VC97YJ", "price": "$99.99", "delivery": "FREE delivery Apr 7 - 9"},
{"title": "Newcastle Softside Expandable Spinner Luggage, Black White Herringbone, Checked-Large 28-Inch", "asin": "B08NL4PV5G", "price": "$127.42", "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": "Luggage Suitcase Carry-on Spinner TSA Lock USB Port Expandable (only 28\u2019\u2019) Lightweight Hardside Luggage (Teal Blue, L(28in))", "asin": "B0CL3WT6ZD", "price": "$119.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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": "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": "Expandable Luggage Sets 5 Piece with TSA Lock, Lightweight Hard Shell Travel Suitcase Set with Spinner Wheels, White", "asin": "B0D9CLN45Y", "price": "$216.58", "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": "4-Piece Luggage Set, Including Two Hardside Suitcases With Multi-directional Spinner Wheels (22\" Carry-On and 28\" Checked), 15\" Tote Bag and 10\" Compact Travel Bag, Black", "asin": "B0D95R1WN5", "price": "$149.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "S'Cure Hardside Luggage with Spinner Wheels, Dark Blue, Checked-Large 28-Inch", "asin": "B00IOXA6WW", "price": "$179.00", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "Women's Hardside Rolling Suitcase Luggage, Fresh-Cut Floral Green, 26\" Check in", "asin": "B0C8VZWSCQ", "price": "$157.74", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Andante 2 Wheeled Duffel Bag \u2013 28-Inch Durable Rolling Luggage with Inline Skate Wheels, Push-Button Handle & Spacious Compartments \u2013 Travel-Friendly and Lightweight - Riverrock/Black", "asin": "B07HPNV3W6", "price": "$90.84", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 2 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets(Blue Green,20\"+28\")", "asin": "B0CNSMTD2J", "price": "$89.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "Expandable Foldable Luggage, 42'' Suitcase With Spinner Wheels, Rolling Duffel Travel Bag, Collapsible Luggage, With 2 Luggage Handle Wrap and 2 Fixing Straps, 1 Shoulder Strap (Grey)", "asin": "B0CQCLG746", "price": "$62.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 3 Piece, Hardside 20 IN Carry on Luggage Airline Approved PC+ABS Suitcase Set with Spinner Wheels TSA Lock, Lightweight Rolling Suitcase for Men and Women, Leopard Pink", "asin": "B0CQ7Z359J", "price": "$89.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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"},
{"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": "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 Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Set Hardside Suitcase Bag, Light Blue, 20/24 Inch + Cosmetic & Handbag", "asin": "B0F21JH361", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"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": "Luggage Sets 5 Piece, Suitcases with Wheels,ABS Hard Case Luggage with TSA Lock Spinner Wheels,Carry On Luggage Set (20/24/28 Inch)", "asin": "B0DDP9F9JN", "price": "$123.49", "delivery": "FREE delivery Apr 8 - 10"},
{"title": "Travel Luggage Cover Spandex Suitcase Protector Washable Baggage Covers (M (for 22-24 inch luggage), Go Travel)", "asin": "B07RZC115S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B08Y57Q3CZ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets for Women 5 Piece Hardside Expandable Suitcases with Wheels TSA Lock, Lightweight Travel Carry On Suitcase Set with Cosmetic Case, Red", "asin": "B0BBQY3GFV", "price": "$189.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members Only 8 left in stock - order soon."},
{"title": "Upgraded Zippered Clear PVC Suitcase Cover, 28 Inch Luggage Covers for Suitcase Luggage Protector Cover 28''", "asin": "B0CD748DHQ", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travelers Club Women's Enchanting 3 Piece Luggage Set, Fog", "asin": "B0CTXBVPFX", "price": "$109.30", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Checked Luggage PC Hard Shell Suitcase Top Opening Aluminum Frame Travel Suitcases with Wheels, Smoke White", "asin": "B0DSHPZCB1", "price": "$161.49", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 13 left in stock - order soon."},
{"title": "Cosmo Hardside Spinner Luggage, Navy Blue, 2-Piece Set (20/28)", "asin": "B081FTKJ8G", "price": "$113.92", "delivery": "FREE delivery Sat, Apr 5"}]
<|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": "2025-04-03T02:17:17.770Z", // 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"}
{"timestamp": "2025-04-03T02:17:00.567Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:17:15.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:17:17.753Z", "action": "input", "action_argument": "suitcase 2"}
<|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 2"}],
"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": "Joyway\nLuggage Set 3 Piece Suitcase Sets with Spinner Wheel,Hardside Expandable Travel Laggage with TSA Lock (13/20/24/28 Green brown", "asin": "B0DB52K6NB", "price": "$169.98", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Charcoal., M(24in).)", "asin": "B07CVGLTS2", "price": "$84.99", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "quantity": ""},
{"title": "mixi\nTravel Bag with Wheels Expandable Foldable Luggage Bag Collapsible Rolling Travel Bag Duffel Bag Large Capacity Suitcase for Men Women, Black", "asin": "B0D49GHRB3", "price": "$69.99", "quantity": ""},
{"title": "LUGGEX\n28 Inch Trunk Luggage with Spinner Wheels, Deep Capacity and Expandable Design, Shock Absorbing Wheels, Adventure Ready Travel Companion, Blue, 92.2L", "asin": "B0DNZCKNQ8", "price": "$169.99", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "price": "$179.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set 6 Piece Luggage ABS hardshell TSA Lock Spinner Wheels Luggage Carry on Suitcase (NAVY, 6 piece set)", "asin": "B0BXCNDHK3", "price": "$189.99", "quantity": ""},
{"title": "SHOWKOO\nLuggage Sets 3 Piece Hardside Expandable Suitcase with Double Spinner Wheels Tsa Lock Black (20in/24in/28in)", "asin": "B0D1YFP5WF", "price": "$179.99", "quantity": ""},
{"title": "Coolife\nExpandable Suitcase PC ABS TSA Luggage Lock Spinner Carry on (wine red, 3 piece set)", "asin": "B07PY6NV9M", "price": "$189.99", "quantity": ""},
{"title": "Coolife\nLuggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock (orange)", "asin": "B01GNMMQ8W", "price": "$179.99", "quantity": ""},
{"title": "WireHot\nLightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Apricot Off White (20+24+28 inch)", "asin": "B0DKNL17MW", "price": "$134.99", "quantity": ""}],
"search_results": [{"title": "Premium Carry on Luggage - Airline Approved Spinner Wheels, TSA Lock, Hard Shell Suitcase with Metal Corner - Perfect Travel Companion for Adults", "asin": "B0CT2JN85C", "price": "$53.19", "delivery": "FREE delivery Sat, Apr 5 Only 13 left in stock - order soon."},
{"title": "40\"\" Navy Blue Large Expandable Rolling 6 Wheeled Duffel Bag Spinner Suitcase Luggage (Red), BLK1PK40", "asin": "B0D5C1VKVQ", "price": "$29.49", "delivery": "FREE delivery Apr 9 - 11 Or fastest delivery Mon, Apr 7"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "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": "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 Set of 3 Hardside Suitcase Sets with TSA Lock 4 Spinner Wheels, ABS Lightweight Trolley Travel Case for Carry On Check-in Business Trip, Smoky Purple (20/24/28)", "asin": "B0CN1CLT1F", "price": "$65.99", "delivery": "$19.99 delivery Apr 7 - 9"},
{"title": "Reaction Flying Axis Collection Lightweight Hardside Expandable 8-Wheel Spinner Luggage, Silver, 28-Inch Checked", "asin": "B086M84W68", "price": "$89.97", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 10 left in stock - order soon."},
{"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": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"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": "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": "Anzio Softside Expandable Spinner Luggage, Navy, Checked-Large 30-Inch", "asin": "B084LNKHPM", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 3 Piece Softside Expandable Lightweight Durable Suitcase Sets Double Spinner Wheels TSA Lock Armygreen (20in/24in/28in)", "asin": "B09GXW28BF", "price": "$179.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece PP Hardshell Carry on Suitcase, Travel Lightweight Carry-on with Double Spinner Wheels and TSA Lock, Black Brown", "asin": "B0DCYHF8K8", "price": "$159.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"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 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 Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"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": "Carry On Luggage, 20\u201d Suitcase w/TSA Lock, Front Pocket, Expandable Tabletop, External USB Charger & Spinner Wheels, Lightweight PC Hardshell Carry-on Luggage for Business Trip (Black)", "asin": "B0BGPYXSRK", "price": "$69.99", "delivery": "$19.99 delivery Mon, Apr 14"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (white, M(24in).)", "asin": "B09T5PK7GT", "price": "$84.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "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 4 Piece Set Suitcase Expandable TSA lock spinner softshell", "asin": "B074KV7M6N", "price": "$189.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "3 Piece Luggage Set, Hardshell Luggage Sets with TSA Lock, PC+ABS Lightweight Suitcase Sets with 360\u00b0 Spinner Wheels BLACK (20/24/28)", "asin": "B0CTCHXJ9Z", "price": "$101.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hardside Expandable Luggage, Waterproof Suitcase with Spinner Wheels&Height Adjustable Handle for Travel, Business Trips. Blue", "asin": "B0CXD8YYW1", "price": "$21.99", "delivery": "$25.99 delivery Apr 7 - 9"},
{"title": "24 Inch Checked Luggage Front Opening Rolling Suitcase Hard Sided Luggage with Spinner Wheels Travel Luggagefor Woman Men.(Dark Green)", "asin": "B0DK723TDK", "price": "$166.59", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(3 piece set (DB), WHITE-BROWN)", "asin": "B0CGX7QT81", "price": "$79.99", "delivery": "FREE delivery Apr 5 - 6"},
{"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": "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": "TRAVELKIN Luggage Cover Washable Suitcase Cover Suitcase Protector Anti-scratch Fits 18-32 Inch Luggage", "asin": "B0CLCBGNZ9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Set of 3 Hardside Carry on Suitcase Sets with Spinner Wheels & TSA lock, Portable Lightweight ABS Luggages for Travel, Business - Blue (20/24/28)", "asin": "B0B6VC97YJ", "price": "$99.99", "delivery": "FREE delivery Apr 7 - 9"},
{"title": "Newcastle Softside Expandable Spinner Luggage, Black White Herringbone, Checked-Large 28-Inch", "asin": "B08NL4PV5G", "price": "$127.42", "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": "Luggage Suitcase Carry-on Spinner TSA Lock USB Port Expandable (only 28\u2019\u2019) Lightweight Hardside Luggage (Teal Blue, L(28in))", "asin": "B0CL3WT6ZD", "price": "$119.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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": "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": "Expandable Luggage Sets 5 Piece with TSA Lock, Lightweight Hard Shell Travel Suitcase Set with Spinner Wheels, White", "asin": "B0D9CLN45Y", "price": "$216.58", "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": "4-Piece Luggage Set, Including Two Hardside Suitcases With Multi-directional Spinner Wheels (22\" Carry-On and 28\" Checked), 15\" Tote Bag and 10\" Compact Travel Bag, Black", "asin": "B0D95R1WN5", "price": "$149.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "S'Cure Hardside Luggage with Spinner Wheels, Dark Blue, Checked-Large 28-Inch", "asin": "B00IOXA6WW", "price": "$179.00", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "Women's Hardside Rolling Suitcase Luggage, Fresh-Cut Floral Green, 26\" Check in", "asin": "B0C8VZWSCQ", "price": "$157.74", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Andante 2 Wheeled Duffel Bag \u2013 28-Inch Durable Rolling Luggage with Inline Skate Wheels, Push-Button Handle & Spacious Compartments \u2013 Travel-Friendly and Lightweight - Riverrock/Black", "asin": "B07HPNV3W6", "price": "$90.84", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 2 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets(Blue Green,20\"+28\")", "asin": "B0CNSMTD2J", "price": "$89.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "Expandable Foldable Luggage, 42'' Suitcase With Spinner Wheels, Rolling Duffel Travel Bag, Collapsible Luggage, With 2 Luggage Handle Wrap and 2 Fixing Straps, 1 Shoulder Strap (Grey)", "asin": "B0CQCLG746", "price": "$62.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 3 Piece, Hardside 20 IN Carry on Luggage Airline Approved PC+ABS Suitcase Set with Spinner Wheels TSA Lock, Lightweight Rolling Suitcase for Men and Women, Leopard Pink", "asin": "B0CQ7Z359J", "price": "$89.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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"},
{"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": "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 Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Set Hardside Suitcase Bag, Light Blue, 20/24 Inch + Cosmetic & Handbag", "asin": "B0F21JH361", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"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": "Luggage Sets 5 Piece, Suitcases with Wheels,ABS Hard Case Luggage with TSA Lock Spinner Wheels,Carry On Luggage Set (20/24/28 Inch)", "asin": "B0DDP9F9JN", "price": "$123.49", "delivery": "FREE delivery Apr 8 - 10"},
{"title": "Travel Luggage Cover Spandex Suitcase Protector Washable Baggage Covers (M (for 22-24 inch luggage), Go Travel)", "asin": "B07RZC115S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B08Y57Q3CZ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets for Women 5 Piece Hardside Expandable Suitcases with Wheels TSA Lock, Lightweight Travel Carry On Suitcase Set with Cosmetic Case, Red", "asin": "B0BBQY3GFV", "price": "$189.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members Only 8 left in stock - order soon."},
{"title": "Upgraded Zippered Clear PVC Suitcase Cover, 28 Inch Luggage Covers for Suitcase Luggage Protector Cover 28''", "asin": "B0CD748DHQ", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travelers Club Women's Enchanting 3 Piece Luggage Set, Fog", "asin": "B0CTXBVPFX", "price": "$109.30", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Checked Luggage PC Hard Shell Suitcase Top Opening Aluminum Frame Travel Suitcases with Wheels, Smoke White", "asin": "B0DSHPZCB1", "price": "$161.49", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 13 left in stock - order soon."},
{"title": "Cosmo Hardside Spinner Luggage, Navy Blue, 2-Piece Set (20/28)", "asin": "B081FTKJ8G", "price": "$113.92", "delivery": "FREE delivery Sat, Apr 5"}]
<|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": "2025-04-03T02:17:17.770Z", // 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"}
{"timestamp": "2025-04-03T02:17:00.567Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-03T02:17:15.116Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-03T02:17:17.753Z", "action": "input", "action_argument": "suitcase 2"}
<|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 2"}],
"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": "Joyway\nLuggage Set 3 Piece Suitcase Sets with Spinner Wheel,Hardside Expandable Travel Laggage with TSA Lock (13/20/24/28 Green brown", "asin": "B0DB52K6NB", "price": "$169.98", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "quantity": ""},
{"title": "Coolife\nLuggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (Charcoal., M(24in).)", "asin": "B07CVGLTS2", "price": "$84.99", "quantity": ""},
{"title": "Coolife\nLuggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "quantity": ""},
{"title": "mixi\nTravel Bag with Wheels Expandable Foldable Luggage Bag Collapsible Rolling Travel Bag Duffel Bag Large Capacity Suitcase for Men Women, Black", "asin": "B0D49GHRB3", "price": "$69.99", "quantity": ""},
{"title": "LUGGEX\n28 Inch Trunk Luggage with Spinner Wheels, Deep Capacity and Expandable Design, Shock Absorbing Wheels, Adventure Ready Travel Companion, Blue, 92.2L", "asin": "B0DNZCKNQ8", "price": "$169.99", "quantity": ""},
{"title": "Coolife\nLuggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "price": "$179.99", "quantity": ""},
{"title": "LONG VACATION\nLuggage Set 6 Piece Luggage ABS hardshell TSA Lock Spinner Wheels Luggage Carry on Suitcase (NAVY, 6 piece set)", "asin": "B0BXCNDHK3", "price": "$189.99", "quantity": ""},
{"title": "SHOWKOO\nLuggage Sets 3 Piece Hardside Expandable Suitcase with Double Spinner Wheels Tsa Lock Black (20in/24in/28in)", "asin": "B0D1YFP5WF", "price": "$179.99", "quantity": ""},
{"title": "Coolife\nExpandable Suitcase PC ABS TSA Luggage Lock Spinner Carry on (wine red, 3 piece set)", "asin": "B07PY6NV9M", "price": "$189.99", "quantity": ""},
{"title": "Coolife\nLuggage 3 Piece Set Suitcase Spinner Hardshell Lightweight TSA Lock (orange)", "asin": "B01GNMMQ8W", "price": "$179.99", "quantity": ""},
{"title": "WireHot\nLightweight Luggage with Spinner Wheels & YKK Zipper, 3-Piece Suitcase ABS+PC Hardside Luggage Set with TSA Lock, Apricot Off White (20+24+28 inch)", "asin": "B0DKNL17MW", "price": "$134.99", "quantity": ""}],
"search_results": [{"title": "Premium Carry on Luggage - Airline Approved Spinner Wheels, TSA Lock, Hard Shell Suitcase with Metal Corner - Perfect Travel Companion for Adults", "asin": "B0CT2JN85C", "price": "$53.19", "delivery": "FREE delivery Sat, Apr 5 Only 13 left in stock - order soon."},
{"title": "40\"\" Navy Blue Large Expandable Rolling 6 Wheeled Duffel Bag Spinner Suitcase Luggage (Red), BLK1PK40", "asin": "B0D5C1VKVQ", "price": "$29.49", "delivery": "FREE delivery Apr 9 - 11 Or fastest delivery Mon, Apr 7"},
{"title": "Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in (wine red, S(20in_carry on))", "asin": "B07MC6NGBL", "price": "$59.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "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": "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 Set of 3 Hardside Suitcase Sets with TSA Lock 4 Spinner Wheels, ABS Lightweight Trolley Travel Case for Carry On Check-in Business Trip, Smoky Purple (20/24/28)", "asin": "B0CN1CLT1F", "price": "$65.99", "delivery": "$19.99 delivery Apr 7 - 9"},
{"title": "Reaction Flying Axis Collection Lightweight Hardside Expandable 8-Wheel Spinner Luggage, Silver, 28-Inch Checked", "asin": "B086M84W68", "price": "$89.97", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 10 left in stock - order soon."},
{"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": "Chelsea Chevron Quilted Luggage, Black, 28-Inch Checked", "asin": "B084XTD6LS", "price": "$134.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"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": "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": "Anzio Softside Expandable Spinner Luggage, Navy, Checked-Large 30-Inch", "asin": "B084LNKHPM", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets 3 Piece Softside Expandable Lightweight Durable Suitcase Sets Double Spinner Wheels TSA Lock Armygreen (20in/24in/28in)", "asin": "B09GXW28BF", "price": "$179.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 5 Piece PP Hardshell Carry on Suitcase, Travel Lightweight Carry-on with Double Spinner Wheels and TSA Lock, Black Brown", "asin": "B0DCYHF8K8", "price": "$159.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"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 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 Expandable Suitcase PC+ABS 3 Piece Set with TSA Lock Spinner 20in24in28in", "asin": "B07CGBK1G4", "price": "$179.99", "delivery": "FREE delivery Sun, Apr 6"},
{"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": "Carry On Luggage, 20\u201d Suitcase w/TSA Lock, Front Pocket, Expandable Tabletop, External USB Charger & Spinner Wheels, Lightweight PC Hardshell Carry-on Luggage for Business Trip (Black)", "asin": "B0BGPYXSRK", "price": "$69.99", "delivery": "$19.99 delivery Mon, Apr 14"},
{"title": "Luggage Expandable(only 28\") Suitcase PC+ABS Spinner Built-In TSA lock 20in 24in 28in Carry on (white, M(24in).)", "asin": "B09T5PK7GT", "price": "$84.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage 4 Piece Set Suitcase Spinner TSA Lock Softshell lightweight (purple+sliver)", "asin": "B06XW4JX96", "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 4 Piece Set Suitcase Expandable TSA lock spinner softshell", "asin": "B074KV7M6N", "price": "$189.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "3 Piece Luggage Set, Hardshell Luggage Sets with TSA Lock, PC+ABS Lightweight Suitcase Sets with 360\u00b0 Spinner Wheels BLACK (20/24/28)", "asin": "B0CTCHXJ9Z", "price": "$101.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hardside Expandable Luggage, Waterproof Suitcase with Spinner Wheels&Height Adjustable Handle for Travel, Business Trips. Blue", "asin": "B0CXD8YYW1", "price": "$21.99", "delivery": "$25.99 delivery Apr 7 - 9"},
{"title": "24 Inch Checked Luggage Front Opening Rolling Suitcase Hard Sided Luggage with Spinner Wheels Travel Luggagefor Woman Men.(Dark Green)", "asin": "B0DK723TDK", "price": "$166.59", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set Lightweight Carry on Suitcase ABS Hardshell Luggage TSA Lock Spinner Wheels(3 piece set (DB), WHITE-BROWN)", "asin": "B0CGX7QT81", "price": "$79.99", "delivery": "FREE delivery Apr 5 - 6"},
{"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": "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": "TRAVELKIN Luggage Cover Washable Suitcase Cover Suitcase Protector Anti-scratch Fits 18-32 Inch Luggage", "asin": "B0CLCBGNZ9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Set of 3 Hardside Carry on Suitcase Sets with Spinner Wheels & TSA lock, Portable Lightweight ABS Luggages for Travel, Business - Blue (20/24/28)", "asin": "B0B6VC97YJ", "price": "$99.99", "delivery": "FREE delivery Apr 7 - 9"},
{"title": "Newcastle Softside Expandable Spinner Luggage, Black White Herringbone, Checked-Large 28-Inch", "asin": "B08NL4PV5G", "price": "$127.42", "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": "Luggage Suitcase Carry-on Spinner TSA Lock USB Port Expandable (only 28\u2019\u2019) Lightweight Hardside Luggage (Teal Blue, L(28in))", "asin": "B0CL3WT6ZD", "price": "$119.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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": "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": "Expandable Luggage Sets 5 Piece with TSA Lock, Lightweight Hard Shell Travel Suitcase Set with Spinner Wheels, White", "asin": "B0D9CLN45Y", "price": "$216.58", "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": "4-Piece Luggage Set, Including Two Hardside Suitcases With Multi-directional Spinner Wheels (22\" Carry-On and 28\" Checked), 15\" Tote Bag and 10\" Compact Travel Bag, Black", "asin": "B0D95R1WN5", "price": "$149.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "S'Cure Hardside Luggage with Spinner Wheels, Dark Blue, Checked-Large 28-Inch", "asin": "B00IOXA6WW", "price": "$179.00", "delivery": "FREE delivery Mon, Apr 7"},
{"title": "Women's Hardside Rolling Suitcase Luggage, Fresh-Cut Floral Green, 26\" Check in", "asin": "B0C8VZWSCQ", "price": "$157.74", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Andante 2 Wheeled Duffel Bag \u2013 28-Inch Durable Rolling Luggage with Inline Skate Wheels, Push-Button Handle & Spacious Compartments \u2013 Travel-Friendly and Lightweight - Riverrock/Black", "asin": "B07HPNV3W6", "price": "$90.84", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Set 2 Piece Suitcase Set with Cosmetic Case Expandable Spinner Wheels Vintage Luggage Sets(Blue Green,20\"+28\")", "asin": "B0CNSMTD2J", "price": "$89.99", "delivery": "FREE delivery Apr 8 - 11 Or fastest delivery Apr 4 - 9"},
{"title": "Expandable Foldable Luggage, 42'' Suitcase With Spinner Wheels, Rolling Duffel Travel Bag, Collapsible Luggage, With 2 Luggage Handle Wrap and 2 Fixing Straps, 1 Shoulder Strap (Grey)", "asin": "B0CQCLG746", "price": "$62.99", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "Luggage Sets 3 Piece, Hardside 20 IN Carry on Luggage Airline Approved PC+ABS Suitcase Set with Spinner Wheels TSA Lock, Lightweight Rolling Suitcase for Men and Women, Leopard Pink", "asin": "B0CQ7Z359J", "price": "$89.99", "delivery": "FREE delivery Sat, Apr 5"},
{"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"},
{"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": "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 Suitcase Piece Set Carry On ABS+PC Spinner Trolley with pocket Compartment Weekend Bag (White, 2-piece Set)", "asin": "B09SYWK3GT", "price": "$149.99", "delivery": "FREE delivery Sat, Apr 5"},
{"title": "Luggage Set Hardside Suitcase Bag, Light Blue, 20/24 Inch + Cosmetic & Handbag", "asin": "B0F21JH361", "price": "$79.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"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": "Luggage Sets 5 Piece, Suitcases with Wheels,ABS Hard Case Luggage with TSA Lock Spinner Wheels,Carry On Luggage Set (20/24/28 Inch)", "asin": "B0DDP9F9JN", "price": "$123.49", "delivery": "FREE delivery Apr 8 - 10"},
{"title": "Travel Luggage Cover Spandex Suitcase Protector Washable Baggage Covers (M (for 22-24 inch luggage), Go Travel)", "asin": "B07RZC115S", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Covers For Suitcase Tsa Approved,Suitcase Cover Protector Fit 18-32 Inch Luggage", "asin": "B08Y57Q3CZ", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Luggage Sets for Women 5 Piece Hardside Expandable Suitcases with Wheels TSA Lock, Lightweight Travel Carry On Suitcase Set with Cosmetic Case, Red", "asin": "B0BBQY3GFV", "price": "$189.99", "delivery": "FREE delivery Tue, Apr 8 for Prime members Only 8 left in stock - order soon."},
{"title": "Upgraded Zippered Clear PVC Suitcase Cover, 28 Inch Luggage Covers for Suitcase Luggage Protector Cover 28''", "asin": "B0CD748DHQ", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 3"},
{"title": "Travelers Club Women's Enchanting 3 Piece Luggage Set, Fog", "asin": "B0CTXBVPFX", "price": "$109.30", "delivery": " Two-Day FREE delivery Fri, Apr 4"},
{"title": "24 Inch Checked Luggage PC Hard Shell Suitcase Top Opening Aluminum Frame Travel Suitcases with Wheels, Smoke White", "asin": "B0DSHPZCB1", "price": "$161.49", "delivery": " Two-Day FREE delivery Fri, Apr 4 Only 13 left in stock - order soon."},
{"title": "Cosmo Hardside Spinner Luggage, Navy Blue, 2-Piece Set (20/28)", "asin": "B081FTKJ8G", "price": "$113.92", "delivery": "FREE delivery Sat, Apr 5"}]
<|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": "2025-04-03T02:17:17.770Z", // 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>
