<|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": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
<|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": "robe"}],
"cart_items": [{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"promotion_items": [{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "quantity": ""},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "JQK Bathroom Towel Hook Brushed Gold, Brass Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), SUS 304 Stainless Steel 0.8mm, TH100-BG-P2", "asin": "B07RRWS2Q6", "price": "$16.60", "quantity": ""},
{"title": "APLusee Double Robe Towel Hook Brushed Gold, 304 Stainless Steel Bathroom Hand Towel Holder, Clothes Wall Hanger for Toilet Kitchen Cabinet", "asin": "B082W349M6", "price": "$14.05", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "quantity": ""}],
"ads": [{"title": "JQK Bathroom Towel Hook Brushed, Coat Robe Clothes Bath Wall Hooks for Kitchen Garage SUS 304 Stainless Steel Thick 0.8mm, 2 Pack Brushed Steel, TH100-BN-P2", "asin": "B07C7JBZYT"},
{"title": "JQK Black Bathroom Towel Hook, Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (2 Pack), 304 Stainless Steel Matte Black, TH100-PB-P2", "asin": "B07QWBKR9Y"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F"}],
"search_results": [{"title": "Amazon Basics Zinc Traditional Round Bathroom Towel and Robe Hook, Oil Rubbed Bronze", "asin": "B0775ZBQZT", "price": "$15.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "VAEHOLD Wall Towel Hooks, Heavy Duty Sticky Holder Waterproof Towel Hooks for Hanging Coat, Clothes, Closet Hook Wall Mount for Kitchen (Silver, Adhesive 2 Pack)", "asin": "B0CHFHSSFR", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Kruodop Towel Hooks for Bathroom,2 Packs Wall Mount Towel Holder,Black Matte Wall Robe Hook,Stainless Steel Heavy Duty Door Hanger Towel Hook for Kitchen, Bedroom,Hotel,Pool,Coats(Drilling)", "asin": "B0BWN4HC4L", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "NearMoon Bath Towel Hooks- SUS 304 Stainless Steel Robe Hook Holder, Heavy Duty Coat Hook for Bathroom Livingroom Hotel Kitchen Garage, Wall Mounted- 4 Pack (Brushed Nickel)", "asin": "B092S2ZY6N", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Delta Faucet AUB35-PC Aubrey Robe Hook, Chrome", "asin": "B07YP3P74X", "price": "$12.27", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "IBosins 4 Pack Towel Hooks Hand Towel Holder for Bathroom Wall Livingroom Bedroom Kitchen Closet Heavy Duty Stainless Steel Hook Hanger for Robe, Bath Towel, Coat (Square Matte Black)", "asin": "B0C48JHPTT", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELTA Dansant Towel Hook, Robe Hook Satin Nickel Towel Holder for Bathroom, Bathroom Accessories, 135241 2.4 x 2.9 x 4.8 Inches", "asin": "B00BA098R0", "price": "$10.26", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELITON Adhesive Hooks - 4 Pack Towel/Coat Hooks Wall Hook Stick on Bathroom or Kitchen (Matte Black, Stainless Steel)", "asin": "B0993GDLC5", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Brushed Nickel Wall Hooks Towel Hooks, 2 Pack Coat Robe Hook Heavy Duty Bathroom Double Hook Wall Mounted, Hand Towel Hooks for Closet Entryway Cubicle Kitchen", "asin": "B09W35M8XP", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "HOME SO Suction Cup Hooks for Shower, Bathroom, Kitchen, Glass Door, Mirror, Tile \u2013 Loofah, Towel, Coat, Bath Robe for Hanging up to 15 lbs \u2013 Polished Matte Chrome, Brushed Nickel (2-pack)", "asin": "B08QHVCFH8", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Moen Voss Brushed Nickel Bathroom Double Robe Hook, Wall Mounted Metal Hanger for Towels or Robes, YB5103BN", "asin": "B007TAQSSM", "price": "$21.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Suction Cup Hooks for Shower, Bathroom, Glass Door, Mirror, Tile - Loofah, Towel, Coat, Robe for Hanging up to 15 lbs \u2013 Brushed Gold, Matte Chrome Nickel, Black - 2 pack (Brushed Gold)", "asin": "B0D4Y6QTDD", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Delta 79735 Cassidy Double Towel Hook Bath Hardware Accessory in Polished Chrome", "asin": "B008K4O52M", "price": "$15.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Command Large Double Bathroom Wall Hook, Damage Free Hanging Bath Hook with Adhesive Strip, Double Hook for Hanging Bath Towels, 1 Satin Nickel Colored Wall Hook and 1 Water-Resistant Command Strip", "asin": "B01C60C4FU", "price": "$7.75", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Franklin Brass (5-Pack) Double Wall Hooks 2-Prong Coat/Hat Matte Nickel Hooks for Hanging Wall Mount Hanger Clothes, Purse, Bag, Towel Organization Decorative Wall Hooks FBDPRH5-MN-C", "asin": "B01M13CZHW", "price": "$10.32", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen Genta LX Brushed Nickel Modern Single Robe or Towel Hanger for Kitchen or Bathroom, BH3803BN", "asin": "B07GK2JH18", "price": "$18.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TASTOS Bath Towel Hooks Matte Black, 2 Pack Stainless Steel Robe Coat and Clothes Hook, Heavy Duty Wall Hook for Bathroom & Kitchen, Modern Square Style Wall Mounted (Black)", "asin": "B08253C9DB", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2/4/8 Pack Towel Hooks, Robe Hook, Bathroom Coat Hook Wall Mounted, SUS304 Stainless Steel Bathroom Hooks, Towel Hook for Bedroom Kitchen Hotel Office(2 Pack Matte Black)", "asin": "B0CDGR6QY4", "price": "$5.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Command 5 lb Large Brushed Nickel Metal Hooks, 2 Hooks and 4 Command Strips, Damage Free Coat Hooks with Adhesive Strips, Forever Classic Hooks for Hanging Home Decor and Room Decor", "asin": "B06ZZBBQ4J", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Black Coats Towels Hooks,Towel Robe Clothes Coat Hooks,Heavy Duty Wall Mount Hooks for Bath Bedroom Kitchen Pool Garage Hotel,2 Pack", "asin": "B09L5LJ2CT", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Delta Trinsic (1-Pack) Towel Hooks Matte Black Single Bathroom Hooks Wall Mounted for Robes & Towels Hand Towel Hook Holder Kitchen, Bathroom Accessories 75935-BL", "asin": "B072553WJT", "price": "$15.82", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YIGII Towel Hook/Adhesive Hooks - Wall Hooks for Coat/Robe/Towels Stick on Bathroom/Kitchen 4-Pack, Stainless Steel", "asin": "B07ZF8FJC2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Towel Hooks for Bathrooms, Brushed Nickel Towel Hook for Kitchen Bathroom, SUS304 Stainless Steel Coat Hook, Square Heavy Duty Holder Robe Hooks for Hanging Towels, Coats, sponges, Wall Mount, 4 Pack", "asin": "B0B74G2THD", "price": "$21.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Towel Hooks for Bathrooms,Matte Black Towel Hook for Kitchen Bathroom,SUS304 Stainless Steel Coat Hook,Heavy Duty Double Towels Holder Hooks for Hanging Towels,Coats,sponges,Clothes,Wall Mount,2 Pack", "asin": "B09L18TH49", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen DN8403BN Preston Double Robe Hook, Brushed Nickel", "asin": "B001EI0TP8", "price": "$7.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "KOKOSIRI Bath Towel Hook Wall Mount Square Robe Hook Coat Hook, Bathroom Kitchen Garage Heavy Duty Wall Mounted, SUS 304 Stainless Steel, Brushed Nickel, B1010BR-P2", "asin": "B08GKTFB81", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"}]
<|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": "2025-04-16T05:44:10.636Z", // 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": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
<|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": "robe"}],
"cart_items": [{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"promotion_items": [{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "quantity": ""},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "JQK Bathroom Towel Hook Brushed Gold, Brass Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), SUS 304 Stainless Steel 0.8mm, TH100-BG-P2", "asin": "B07RRWS2Q6", "price": "$16.60", "quantity": ""},
{"title": "APLusee Double Robe Towel Hook Brushed Gold, 304 Stainless Steel Bathroom Hand Towel Holder, Clothes Wall Hanger for Toilet Kitchen Cabinet", "asin": "B082W349M6", "price": "$14.05", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "quantity": ""}],
"ads": [{"title": "JQK Bathroom Towel Hook Brushed, Coat Robe Clothes Bath Wall Hooks for Kitchen Garage SUS 304 Stainless Steel Thick 0.8mm, 2 Pack Brushed Steel, TH100-BN-P2", "asin": "B07C7JBZYT"},
{"title": "JQK Black Bathroom Towel Hook, Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (2 Pack), 304 Stainless Steel Matte Black, TH100-PB-P2", "asin": "B07QWBKR9Y"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F"}],
"search_results": [{"title": "Amazon Basics Zinc Traditional Round Bathroom Towel and Robe Hook, Oil Rubbed Bronze", "asin": "B0775ZBQZT", "price": "$15.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "VAEHOLD Wall Towel Hooks, Heavy Duty Sticky Holder Waterproof Towel Hooks for Hanging Coat, Clothes, Closet Hook Wall Mount for Kitchen (Silver, Adhesive 2 Pack)", "asin": "B0CHFHSSFR", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Kruodop Towel Hooks for Bathroom,2 Packs Wall Mount Towel Holder,Black Matte Wall Robe Hook,Stainless Steel Heavy Duty Door Hanger Towel Hook for Kitchen, Bedroom,Hotel,Pool,Coats(Drilling)", "asin": "B0BWN4HC4L", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "NearMoon Bath Towel Hooks- SUS 304 Stainless Steel Robe Hook Holder, Heavy Duty Coat Hook for Bathroom Livingroom Hotel Kitchen Garage, Wall Mounted- 4 Pack (Brushed Nickel)", "asin": "B092S2ZY6N", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Delta Faucet AUB35-PC Aubrey Robe Hook, Chrome", "asin": "B07YP3P74X", "price": "$12.27", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "IBosins 4 Pack Towel Hooks Hand Towel Holder for Bathroom Wall Livingroom Bedroom Kitchen Closet Heavy Duty Stainless Steel Hook Hanger for Robe, Bath Towel, Coat (Square Matte Black)", "asin": "B0C48JHPTT", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELTA Dansant Towel Hook, Robe Hook Satin Nickel Towel Holder for Bathroom, Bathroom Accessories, 135241 2.4 x 2.9 x 4.8 Inches", "asin": "B00BA098R0", "price": "$10.26", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELITON Adhesive Hooks - 4 Pack Towel/Coat Hooks Wall Hook Stick on Bathroom or Kitchen (Matte Black, Stainless Steel)", "asin": "B0993GDLC5", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Brushed Nickel Wall Hooks Towel Hooks, 2 Pack Coat Robe Hook Heavy Duty Bathroom Double Hook Wall Mounted, Hand Towel Hooks for Closet Entryway Cubicle Kitchen", "asin": "B09W35M8XP", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "HOME SO Suction Cup Hooks for Shower, Bathroom, Kitchen, Glass Door, Mirror, Tile \u2013 Loofah, Towel, Coat, Bath Robe for Hanging up to 15 lbs \u2013 Polished Matte Chrome, Brushed Nickel (2-pack)", "asin": "B08QHVCFH8", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Moen Voss Brushed Nickel Bathroom Double Robe Hook, Wall Mounted Metal Hanger for Towels or Robes, YB5103BN", "asin": "B007TAQSSM", "price": "$21.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Suction Cup Hooks for Shower, Bathroom, Glass Door, Mirror, Tile - Loofah, Towel, Coat, Robe for Hanging up to 15 lbs \u2013 Brushed Gold, Matte Chrome Nickel, Black - 2 pack (Brushed Gold)", "asin": "B0D4Y6QTDD", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Delta 79735 Cassidy Double Towel Hook Bath Hardware Accessory in Polished Chrome", "asin": "B008K4O52M", "price": "$15.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Command Large Double Bathroom Wall Hook, Damage Free Hanging Bath Hook with Adhesive Strip, Double Hook for Hanging Bath Towels, 1 Satin Nickel Colored Wall Hook and 1 Water-Resistant Command Strip", "asin": "B01C60C4FU", "price": "$7.75", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Franklin Brass (5-Pack) Double Wall Hooks 2-Prong Coat/Hat Matte Nickel Hooks for Hanging Wall Mount Hanger Clothes, Purse, Bag, Towel Organization Decorative Wall Hooks FBDPRH5-MN-C", "asin": "B01M13CZHW", "price": "$10.32", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen Genta LX Brushed Nickel Modern Single Robe or Towel Hanger for Kitchen or Bathroom, BH3803BN", "asin": "B07GK2JH18", "price": "$18.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TASTOS Bath Towel Hooks Matte Black, 2 Pack Stainless Steel Robe Coat and Clothes Hook, Heavy Duty Wall Hook for Bathroom & Kitchen, Modern Square Style Wall Mounted (Black)", "asin": "B08253C9DB", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2/4/8 Pack Towel Hooks, Robe Hook, Bathroom Coat Hook Wall Mounted, SUS304 Stainless Steel Bathroom Hooks, Towel Hook for Bedroom Kitchen Hotel Office(2 Pack Matte Black)", "asin": "B0CDGR6QY4", "price": "$5.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Command 5 lb Large Brushed Nickel Metal Hooks, 2 Hooks and 4 Command Strips, Damage Free Coat Hooks with Adhesive Strips, Forever Classic Hooks for Hanging Home Decor and Room Decor", "asin": "B06ZZBBQ4J", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Black Coats Towels Hooks,Towel Robe Clothes Coat Hooks,Heavy Duty Wall Mount Hooks for Bath Bedroom Kitchen Pool Garage Hotel,2 Pack", "asin": "B09L5LJ2CT", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Delta Trinsic (1-Pack) Towel Hooks Matte Black Single Bathroom Hooks Wall Mounted for Robes & Towels Hand Towel Hook Holder Kitchen, Bathroom Accessories 75935-BL", "asin": "B072553WJT", "price": "$15.82", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YIGII Towel Hook/Adhesive Hooks - Wall Hooks for Coat/Robe/Towels Stick on Bathroom/Kitchen 4-Pack, Stainless Steel", "asin": "B07ZF8FJC2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Towel Hooks for Bathrooms, Brushed Nickel Towel Hook for Kitchen Bathroom, SUS304 Stainless Steel Coat Hook, Square Heavy Duty Holder Robe Hooks for Hanging Towels, Coats, sponges, Wall Mount, 4 Pack", "asin": "B0B74G2THD", "price": "$21.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Towel Hooks for Bathrooms,Matte Black Towel Hook for Kitchen Bathroom,SUS304 Stainless Steel Coat Hook,Heavy Duty Double Towels Holder Hooks for Hanging Towels,Coats,sponges,Clothes,Wall Mount,2 Pack", "asin": "B09L18TH49", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen DN8403BN Preston Double Robe Hook, Brushed Nickel", "asin": "B001EI0TP8", "price": "$7.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "KOKOSIRI Bath Towel Hook Wall Mount Square Robe Hook Coat Hook, Bathroom Kitchen Garage Heavy Duty Wall Mounted, SUS 304 Stainless Steel, Brushed Nickel, B1010BR-P2", "asin": "B08GKTFB81", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"}]
<|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": "2025-04-16T05:44:10.636Z", // 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": "2025-04-16T05:44:02.311Z", "action": "input", "action_argument": "robe"}
{"timestamp": "2025-04-16T05:44:02.359Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T05:44:10.343Z", "action": "input", "action_argument": "robe"}
<|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": "robe"}],
"cart_items": [{"title": "Dragon Fruit, 1 Each", "asin": "B07FZCT282", "price": "$5.99/lb"},
{"title": "Organic Strawberries, 1 Lb", "asin": "B002B8Z98W", "price": "$3.99"},
{"title": "siggi's\u00ae Probiotic Drinkable Whole Milk Yogurt, Strawberry, 8 oz. \u2013 Single Serving, Only 5 Ingredients", "asin": "B06XRR9DZT", "price": "$2.49"},
{"title": "WATER DISTILLED", "asin": "B0BFK2P2PT", "price": "$5.49"},
{"title": "MILK REDUCE FAT 2PRCT ORG", "asin": "B08KZ7QXLD", "price": "$8.39"}],
"promotion_items": [{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "quantity": ""},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "Stainless Steel Heavy Duty Bathroom Coat Hooks - Chrome Polished Square Wall Mounted Towel Hooks Robe Hook 2 Pack", "asin": "B0C7HJBDWS", "price": "$18.95", "quantity": ""},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Foldable Robe Towel Holder, Wall Coat Hook, Polished Chrome", "asin": "B0CYBMHBKL", "price": "$17.15", "quantity": ""},
{"title": "JQK Bathroom Towel Hook Brushed Gold, Brass Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), SUS 304 Stainless Steel 0.8mm, TH100-BG-P2", "asin": "B07RRWS2Q6", "price": "$16.60", "quantity": ""},
{"title": "APLusee Double Robe Towel Hook Brushed Gold, 304 Stainless Steel Bathroom Hand Towel Holder, Clothes Wall Hanger for Toilet Kitchen Cabinet", "asin": "B082W349M6", "price": "$14.05", "quantity": ""},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "quantity": ""},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "quantity": ""}],
"ads": [{"title": "JQK Bathroom Towel Hook Brushed, Coat Robe Clothes Bath Wall Hooks for Kitchen Garage SUS 304 Stainless Steel Thick 0.8mm, 2 Pack Brushed Steel, TH100-BN-P2", "asin": "B07C7JBZYT"},
{"title": "JQK Black Bathroom Towel Hook, Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (2 Pack), 304 Stainless Steel Matte Black, TH100-PB-P2", "asin": "B07QWBKR9Y"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F"}],
"search_results": [{"title": "Amazon Basics Zinc Traditional Round Bathroom Towel and Robe Hook, Oil Rubbed Bronze", "asin": "B0775ZBQZT", "price": "$15.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Suction Cup Hooks for Shower No-Drill Bathroom Hooks for Towels, Robes, Loofah Mountable on Bathroom Walls, Kitchen, Glass, Mirrors, Tile and Smooth,Non-Porous Surfaces (2 Pack, Brushed Gold)", "asin": "B0DM13831M", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "VAEHOLD Wall Towel Hooks, Heavy Duty Sticky Holder Waterproof Towel Hooks for Hanging Coat, Clothes, Closet Hook Wall Mount for Kitchen (Silver, Adhesive 2 Pack)", "asin": "B0CHFHSSFR", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Kruodop Towel Hooks for Bathroom,2 Packs Wall Mount Towel Holder,Black Matte Wall Robe Hook,Stainless Steel Heavy Duty Door Hanger Towel Hook for Kitchen, Bedroom,Hotel,Pool,Coats(Drilling)", "asin": "B0BWN4HC4L", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "NearMoon Bath Towel Hooks- SUS 304 Stainless Steel Robe Hook Holder, Heavy Duty Coat Hook for Bathroom Livingroom Hotel Kitchen Garage, Wall Mounted- 4 Pack (Brushed Nickel)", "asin": "B092S2ZY6N", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Delta Faucet AUB35-PC Aubrey Robe Hook, Chrome", "asin": "B07YP3P74X", "price": "$12.27", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "IBosins 4 Pack Towel Hooks Hand Towel Holder for Bathroom Wall Livingroom Bedroom Kitchen Closet Heavy Duty Stainless Steel Hook Hanger for Robe, Bath Towel, Coat (Square Matte Black)", "asin": "B0C48JHPTT", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELTA Dansant Towel Hook, Robe Hook Satin Nickel Towel Holder for Bathroom, Bathroom Accessories, 135241 2.4 x 2.9 x 4.8 Inches", "asin": "B00BA098R0", "price": "$10.26", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "DELITON Adhesive Hooks - 4 Pack Towel/Coat Hooks Wall Hook Stick on Bathroom or Kitchen (Matte Black, Stainless Steel)", "asin": "B0993GDLC5", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Brushed Nickel Wall Hooks Towel Hooks, 2 Pack Coat Robe Hook Heavy Duty Bathroom Double Hook Wall Mounted, Hand Towel Hooks for Closet Entryway Cubicle Kitchen", "asin": "B09W35M8XP", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "HOME SO Suction Cup Hooks for Shower, Bathroom, Kitchen, Glass Door, Mirror, Tile \u2013 Loofah, Towel, Coat, Bath Robe for Hanging up to 15 lbs \u2013 Polished Matte Chrome, Brushed Nickel (2-pack)", "asin": "B08QHVCFH8", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Moen Voss Brushed Nickel Bathroom Double Robe Hook, Wall Mounted Metal Hanger for Towels or Robes, YB5103BN", "asin": "B007TAQSSM", "price": "$21.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Suction Cup Hooks for Shower, Bathroom, Glass Door, Mirror, Tile - Loofah, Towel, Coat, Robe for Hanging up to 15 lbs \u2013 Brushed Gold, Matte Chrome Nickel, Black - 2 pack (Brushed Gold)", "asin": "B0D4Y6QTDD", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Angle Simple Towel Hook for Bathroom, SUS 304 Stainless Steel Shower Bath Towel Robe Hanger, Wall Coat Hook, Polished Chrome", "asin": "B00XDUKSOM", "price": "$10.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Delta 79735 Cassidy Double Towel Hook Bath Hardware Accessory in Polished Chrome", "asin": "B008K4O52M", "price": "$15.38", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Command Large Double Bathroom Wall Hook, Damage Free Hanging Bath Hook with Adhesive Strip, Double Hook for Hanging Bath Towels, 1 Satin Nickel Colored Wall Hook and 1 Water-Resistant Command Strip", "asin": "B01C60C4FU", "price": "$7.75", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Franklin Brass (5-Pack) Double Wall Hooks 2-Prong Coat/Hat Matte Nickel Hooks for Hanging Wall Mount Hanger Clothes, Purse, Bag, Towel Organization Decorative Wall Hooks FBDPRH5-MN-C", "asin": "B01M13CZHW", "price": "$10.32", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen Genta LX Brushed Nickel Modern Single Robe or Towel Hanger for Kitchen or Bathroom, BH3803BN", "asin": "B07GK2JH18", "price": "$18.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TASTOS Bath Towel Hooks Matte Black, 2 Pack Stainless Steel Robe Coat and Clothes Hook, Heavy Duty Wall Hook for Bathroom & Kitchen, Modern Square Style Wall Mounted (Black)", "asin": "B08253C9DB", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2/4/8 Pack Towel Hooks, Robe Hook, Bathroom Coat Hook Wall Mounted, SUS304 Stainless Steel Bathroom Hooks, Towel Hook for Bedroom Kitchen Hotel Office(2 Pack Matte Black)", "asin": "B0CDGR6QY4", "price": "$5.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Command 5 lb Large Brushed Nickel Metal Hooks, 2 Hooks and 4 Command Strips, Damage Free Coat Hooks with Adhesive Strips, Forever Classic Hooks for Hanging Home Decor and Room Decor", "asin": "B06ZZBBQ4J", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Curved Zinc Robe Hook - Flat Black, 5-Pack", "asin": "B07PXDHZYV", "price": "$9.80", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Black Coats Towels Hooks,Towel Robe Clothes Coat Hooks,Heavy Duty Wall Mount Hooks for Bath Bedroom Kitchen Pool Garage Hotel,2 Pack", "asin": "B09L5LJ2CT", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Delta Trinsic (1-Pack) Towel Hooks Matte Black Single Bathroom Hooks Wall Mounted for Robes & Towels Hand Towel Hook Holder Kitchen, Bathroom Accessories 75935-BL", "asin": "B072553WJT", "price": "$15.82", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YIGII Towel Hook/Adhesive Hooks - Wall Hooks for Coat/Robe/Towels Stick on Bathroom/Kitchen 4-Pack, Stainless Steel", "asin": "B07ZF8FJC2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM on $25 of qualifying items"},
{"title": "Towel Hooks for Bathrooms, Brushed Nickel Towel Hook for Kitchen Bathroom, SUS304 Stainless Steel Coat Hook, Square Heavy Duty Holder Robe Hooks for Hanging Towels, Coats, sponges, Wall Mount, 4 Pack", "asin": "B0B74G2THD", "price": "$21.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Towel Hooks for Bathrooms,Matte Black Towel Hook for Kitchen Bathroom,SUS304 Stainless Steel Coat Hook,Heavy Duty Double Towels Holder Hooks for Hanging Towels,Coats,sponges,Clothes,Wall Mount,2 Pack", "asin": "B09L18TH49", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Moen DN8403BN Preston Double Robe Hook, Brushed Nickel", "asin": "B001EI0TP8", "price": "$7.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "KOKOSIRI Bath Towel Hook Wall Mount Square Robe Hook Coat Hook, Bathroom Kitchen Garage Heavy Duty Wall Mounted, SUS 304 Stainless Steel, Brushed Nickel, B1010BR-P2", "asin": "B08GKTFB81", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YOHOM Suction Cup Hooks for Shower Towel Holder Stainless Steel Vacuum Bathroom Shower Hook Suction Washcloth Hanger Kitchen Towel Rack for Robe Loofah Wreath Glass Door Window Wall Brushed Gold 2Pcs", "asin": "B09Y2TGGKJ", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "Towel Hooks for Bathrooms Robe Hook Coat Hook 4 Pack Polished Chrome Stainless Steel Heavy Duty Wall Mounted Square Hooks for Bathroom Kitchen Bedroom", "asin": "B0D5WLWLWY", "price": "$29.95", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JQK Chrome Bathroom Towel Hook, 304 Stainless Steel Coat Robe Clothes Hook for Bathroom Kitchen Garage Wall Mounted (Pack of 2), TH100-CH-P2", "asin": "B07ZYWD15F", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"}]
<|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": "2025-04-16T05:44:10.636Z", // 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>
