<|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": "2025-04-15T23:38:27.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T23:38:33.887Z", "action": "input", "action_argument": "downspout"}
{"timestamp": "2025-04-15T23:38:33.975Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:39:55.218Z", "action": "click_product", "action_argument": "B0BH2JFH9R"}
<|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": "downspout extension"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "quantity": ""},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "quantity": ""},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (Brown)", "asin": "B0C3D2Y17B", "price": "$16.99", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block, Rain Guard, Stone Textured Drain Extender (Gray)", "asin": "B0BN6WR6VH", "price": "$23.99", "quantity": ""},
{"title": "White 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49NJMN9", "price": "$17.99", "quantity": ""},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "quantity": ""}],
"ads": [{"title": "plusgutter Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX"},
{"title": "plusgutter White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL"},
{"title": "plusgutter Black-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B2VS259W"}],
"search_results": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, White)", "asin": "B0CQN614TQ", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, Green)", "asin": "B0C3D2X6MR", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Down Spout Extender Diverter Extendable from 21 to 60 in,Screws for Included,Black", "asin": "B0B7CZF1BL", "price": "$22.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, 3\u201d Downspout Extender Drainage Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\"Downspout, Flexible Pipe Stretched Length 7ft, White,1-Pack", "asin": "B0D3H7QB2P", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Downspout Extender Diverter Extendable from 21\" to 58\". Drain Pipe Connector Extendable for Most Residential Downspouts (Brown)", "asin": "B0BH2JFH9R", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Premium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "delivery": "FREE delivery Apr 24 - 29"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(2 Pack, Brown)", "asin": "B0BYNHV9KK", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J9BBJBF", "price": "$10.80", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "7ft Long Gutter Downspout Extensions, 3\" Gutter Downspout Extender Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\" Downspout, Flexible Pipe Stretched Length 7ft, Black,2-Pack", "asin": "B0D3HFZ9DG", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "3 Pack Rain Gutter Downspout Extensions Flexible,Downspout Diverter Extendable From 21\" To 58\". Downspout Extender Is Suitable For Most Drain Pipe (Black)", "asin": "B0D9CS5P6H", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE300 Standard Plastic Drain Away Downspout Extender, Extends 12-Feet, Green", "asin": "B003K1GKCS", "price": "$8.54", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49M9PX9", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFSC22", "price": "$24.99", "delivery": "FREE delivery Apr 23 - 26 for Prime members Only 1 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Black)", "asin": "B0D2WVZS59", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(3 Pack, Green)", "asin": "B0CYGLV4SF", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Automatic Easy-to-Install Downspout Extender for Draining Away Water, Fits All Standard Downspouts (White)", "asin": "B07RZ43M1R", "price": "$14.75", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, White)", "asin": "B0C3CZ7GYJ", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "GWS3W Tilt and Drain Downspout Extender, 6 ft, White", "asin": "B01NGTRSON", "price": "$25.95", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Brown)", "asin": "B0D2WV2C4Q", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 2", "asin": "B08X4YBQ2V", "price": "$33.46", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 3 left in stock - order soon."},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Frost King DE46 Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Green", "asin": "B003K2X1MY", "price": "$9.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Black-Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCDQYFQC", "price": "$15.78", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J8FSHH5", "price": "$11.57", "delivery": "FREE delivery Apr 21 - 22 Only 5 left in stock - order soon."},
{"title": "WholesalePlumbing Supply 2-Pack Green Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85011-2PK", "asin": "B08J8F696R", "price": "$22.33", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WVH6KV", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "HC3003G2 Rain 2-Pack Flexible Downspout, Spout Drain Extendable from 22\" to 63\", Gutter Extensions with Adapters, for Rainwater Drainage, Brown", "asin": "B0DT8XF1BW", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
{"title": "WholesalePlumbing Supply 2-Pack Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85019-2PK", "asin": "B08J8HHHZY", "price": "$21.99", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "Black 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49MD97D", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Easy Assembly Outdoor Decorative Poly Composite Rain Gutter Downspout Splash Block Effective in Any Type of Weather, Stone Light Taupe", "asin": "B0015SBOV0", "price": "$19.89", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "WholesalePlumbing Supply 2-Pack Black Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85015-2PK", "asin": "B08J8H8FNK", "price": "$23.15", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 5 left in stock - order soon."},
{"title": "Gutter Downspout Extensions, NAACOO Upgraded 12x12in Catch Basin Low Profile Downspout Extender | No Deep Dig French Drain, Flexible Pipe Extension to 8.2ft, Protect House Foundation.", "asin": "B0B6C6479D", "price": "$25.99", "delivery": "FREE delivery Apr 23 - 24 for Prime members Only 4 left in stock - order soon."},
{"title": "2 Pack Flexible Rain Gutter Downspout Extensions,Drain Downspout Extender,Gutter Extension Flexible,Down Spout Drain Extension Pipes,Extendable from 21 to 60 Inches (Black)", "asin": "B0CGXHSBV7", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WTL3L5", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 4", "asin": "B08X4XHLRZ", "price": "$72.08", "delivery": "FREE delivery Thu, Apr 17 Only 10 left in stock - order soon."},
{"title": "4601 Downspout Extension, Black, New Type", "asin": "B081CZV2RG", "price": "$19.35", "delivery": "FREE delivery Apr 18 - 22 Only 10 left in stock - order soon."},
{"title": "Drain Away 12' Green (2)", "asin": "B07KYXCR9T", "price": "$16.01", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "WholesalePlumbing Supply Limestone Flexible Downspout Extension Gutter Connector Rainwater Drainage,25 to 55 inches,FD-85014", "asin": "B08J8GHR4Q", "price": "$13.99", "delivery": "FREE delivery Apr 18 - 21 Only 10 left in stock - order soon."},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(White)", "asin": "B0D4VCP4QH", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "WholesalePlumbing Supply 2-Pack Stone Flexible Downspout Extension Gutter Connector Rainwater Drainage,Limestone,FD-85014-2PK", "asin": "B08J8FZF5Z", "price": "$24.20", "delivery": "FREE delivery Apr 18 - 21 Only 15 left in stock - order soon."},
{"title": "2 Pack Gutter Downspout Extensions, Rain Gutter Downspout Splash Block, Down Spout Extender, Drain Gutter Guard Diverter, Splash Guards Rainwater Drainage 24\" (Black 2Pack)", "asin": "B09N42JSVZ", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Flex-Drain 53127 Flexible Downspout Extension Adapter, 3 by 4 by 4-Inch, White", "asin": "B008BGZ9NS", "delivery": ""},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, Black)", "asin": "B0CQN6RBCG", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE46BR Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Brown", "asin": "B003KVFVDC", "price": "$15.62", "delivery": "FREE delivery Sat, Apr 19 Only 1 left in stock (more on the way)."},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Extendable 58\"+66\" Down Spout Drain Extension Pipes (2 Pack, Brown)", "asin": "B0C3GD55LH", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Low Profile Catch Basin Drain Kit Downspout Extender, 12\"\u00d712\" Catch Basin Gutter Downspout Extensions with 2\" ID Flexible Pipe, Pipe Stretched Length 16.4ft, Rainwater Drainage System", "asin": "B0BLMXHFS7", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "GWS3B Tilt Plastic Drain Away Downspout Extender, 6 ft, Brown", "asin": "B01NGU4U6G", "price": "$25.21", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch 2 Pack", "asin": "B072JBQJR7", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "6 Pack of Frost King Drain Away 0.1 in. H X 9 in. W X 46 in. L White Vinyl Downspout Extension", "asin": "B07MFN2F6X", "price": "$49.93", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch , Black", "asin": "B002TN1NMK", "price": "$6.43", "delivery": "FREE delivery Tue, Apr 22"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFTL5L", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "Amerimax StealthFlow 4.75 in. H x 7.25 in. W x 38 in. L Black Vinyl K Downspout Extension", "asin": "B07HM9DXGJ", "price": "$24.79", "delivery": "FREE delivery Thu, Apr 17"}]
<|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": "2025-04-15T23:41:06.622Z", // 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": "2025-04-15T23:38:27.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T23:38:33.887Z", "action": "input", "action_argument": "downspout"}
{"timestamp": "2025-04-15T23:38:33.975Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:39:55.218Z", "action": "click_product", "action_argument": "B0BH2JFH9R"}
<|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": "downspout extension"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "quantity": ""},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "quantity": ""},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (Brown)", "asin": "B0C3D2Y17B", "price": "$16.99", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block, Rain Guard, Stone Textured Drain Extender (Gray)", "asin": "B0BN6WR6VH", "price": "$23.99", "quantity": ""},
{"title": "White 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49NJMN9", "price": "$17.99", "quantity": ""},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "quantity": ""}],
"ads": [{"title": "plusgutter Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX"},
{"title": "plusgutter White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL"},
{"title": "plusgutter Black-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B2VS259W"}],
"search_results": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, White)", "asin": "B0CQN614TQ", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, Green)", "asin": "B0C3D2X6MR", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Down Spout Extender Diverter Extendable from 21 to 60 in,Screws for Included,Black", "asin": "B0B7CZF1BL", "price": "$22.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, 3\u201d Downspout Extender Drainage Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\"Downspout, Flexible Pipe Stretched Length 7ft, White,1-Pack", "asin": "B0D3H7QB2P", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Downspout Extender Diverter Extendable from 21\" to 58\". Drain Pipe Connector Extendable for Most Residential Downspouts (Brown)", "asin": "B0BH2JFH9R", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Premium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "delivery": "FREE delivery Apr 24 - 29"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(2 Pack, Brown)", "asin": "B0BYNHV9KK", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J9BBJBF", "price": "$10.80", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "7ft Long Gutter Downspout Extensions, 3\" Gutter Downspout Extender Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\" Downspout, Flexible Pipe Stretched Length 7ft, Black,2-Pack", "asin": "B0D3HFZ9DG", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "3 Pack Rain Gutter Downspout Extensions Flexible,Downspout Diverter Extendable From 21\" To 58\". Downspout Extender Is Suitable For Most Drain Pipe (Black)", "asin": "B0D9CS5P6H", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE300 Standard Plastic Drain Away Downspout Extender, Extends 12-Feet, Green", "asin": "B003K1GKCS", "price": "$8.54", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49M9PX9", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFSC22", "price": "$24.99", "delivery": "FREE delivery Apr 23 - 26 for Prime members Only 1 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Black)", "asin": "B0D2WVZS59", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(3 Pack, Green)", "asin": "B0CYGLV4SF", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Automatic Easy-to-Install Downspout Extender for Draining Away Water, Fits All Standard Downspouts (White)", "asin": "B07RZ43M1R", "price": "$14.75", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, White)", "asin": "B0C3CZ7GYJ", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "GWS3W Tilt and Drain Downspout Extender, 6 ft, White", "asin": "B01NGTRSON", "price": "$25.95", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Brown)", "asin": "B0D2WV2C4Q", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 2", "asin": "B08X4YBQ2V", "price": "$33.46", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 3 left in stock - order soon."},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Frost King DE46 Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Green", "asin": "B003K2X1MY", "price": "$9.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Black-Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCDQYFQC", "price": "$15.78", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J8FSHH5", "price": "$11.57", "delivery": "FREE delivery Apr 21 - 22 Only 5 left in stock - order soon."},
{"title": "WholesalePlumbing Supply 2-Pack Green Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85011-2PK", "asin": "B08J8F696R", "price": "$22.33", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WVH6KV", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "HC3003G2 Rain 2-Pack Flexible Downspout, Spout Drain Extendable from 22\" to 63\", Gutter Extensions with Adapters, for Rainwater Drainage, Brown", "asin": "B0DT8XF1BW", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
{"title": "WholesalePlumbing Supply 2-Pack Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85019-2PK", "asin": "B08J8HHHZY", "price": "$21.99", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "Black 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49MD97D", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Easy Assembly Outdoor Decorative Poly Composite Rain Gutter Downspout Splash Block Effective in Any Type of Weather, Stone Light Taupe", "asin": "B0015SBOV0", "price": "$19.89", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "WholesalePlumbing Supply 2-Pack Black Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85015-2PK", "asin": "B08J8H8FNK", "price": "$23.15", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 5 left in stock - order soon."},
{"title": "Gutter Downspout Extensions, NAACOO Upgraded 12x12in Catch Basin Low Profile Downspout Extender | No Deep Dig French Drain, Flexible Pipe Extension to 8.2ft, Protect House Foundation.", "asin": "B0B6C6479D", "price": "$25.99", "delivery": "FREE delivery Apr 23 - 24 for Prime members Only 4 left in stock - order soon."},
{"title": "2 Pack Flexible Rain Gutter Downspout Extensions,Drain Downspout Extender,Gutter Extension Flexible,Down Spout Drain Extension Pipes,Extendable from 21 to 60 Inches (Black)", "asin": "B0CGXHSBV7", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WTL3L5", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 4", "asin": "B08X4XHLRZ", "price": "$72.08", "delivery": "FREE delivery Thu, Apr 17 Only 10 left in stock - order soon."},
{"title": "4601 Downspout Extension, Black, New Type", "asin": "B081CZV2RG", "price": "$19.35", "delivery": "FREE delivery Apr 18 - 22 Only 10 left in stock - order soon."},
{"title": "Drain Away 12' Green (2)", "asin": "B07KYXCR9T", "price": "$16.01", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "WholesalePlumbing Supply Limestone Flexible Downspout Extension Gutter Connector Rainwater Drainage,25 to 55 inches,FD-85014", "asin": "B08J8GHR4Q", "price": "$13.99", "delivery": "FREE delivery Apr 18 - 21 Only 10 left in stock - order soon."},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(White)", "asin": "B0D4VCP4QH", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "WholesalePlumbing Supply 2-Pack Stone Flexible Downspout Extension Gutter Connector Rainwater Drainage,Limestone,FD-85014-2PK", "asin": "B08J8FZF5Z", "price": "$24.20", "delivery": "FREE delivery Apr 18 - 21 Only 15 left in stock - order soon."},
{"title": "2 Pack Gutter Downspout Extensions, Rain Gutter Downspout Splash Block, Down Spout Extender, Drain Gutter Guard Diverter, Splash Guards Rainwater Drainage 24\" (Black 2Pack)", "asin": "B09N42JSVZ", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Flex-Drain 53127 Flexible Downspout Extension Adapter, 3 by 4 by 4-Inch, White", "asin": "B008BGZ9NS", "delivery": ""},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, Black)", "asin": "B0CQN6RBCG", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE46BR Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Brown", "asin": "B003KVFVDC", "price": "$15.62", "delivery": "FREE delivery Sat, Apr 19 Only 1 left in stock (more on the way)."},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Extendable 58\"+66\" Down Spout Drain Extension Pipes (2 Pack, Brown)", "asin": "B0C3GD55LH", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Low Profile Catch Basin Drain Kit Downspout Extender, 12\"\u00d712\" Catch Basin Gutter Downspout Extensions with 2\" ID Flexible Pipe, Pipe Stretched Length 16.4ft, Rainwater Drainage System", "asin": "B0BLMXHFS7", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "GWS3B Tilt Plastic Drain Away Downspout Extender, 6 ft, Brown", "asin": "B01NGU4U6G", "price": "$25.21", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch 2 Pack", "asin": "B072JBQJR7", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "6 Pack of Frost King Drain Away 0.1 in. H X 9 in. W X 46 in. L White Vinyl Downspout Extension", "asin": "B07MFN2F6X", "price": "$49.93", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch , Black", "asin": "B002TN1NMK", "price": "$6.43", "delivery": "FREE delivery Tue, Apr 22"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFTL5L", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "Amerimax StealthFlow 4.75 in. H x 7.25 in. W x 38 in. L Black Vinyl K Downspout Extension", "asin": "B07HM9DXGJ", "price": "$24.79", "delivery": "FREE delivery Thu, Apr 17"}]
<|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": "2025-04-15T23:41:06.622Z", // 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": "2025-04-15T23:38:27.316Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-15T23:38:33.887Z", "action": "input", "action_argument": "downspout"}
{"timestamp": "2025-04-15T23:38:33.975Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-15T23:39:55.218Z", "action": "click_product", "action_argument": "B0BH2JFH9R"}
<|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": "downspout extension"}],
"cart_items": [{"title": "The Power of Strangers: The Benefits of Connecting in a Suspicious World", "asin": "1984855778", "price": "$15.88", "quantity": "1"},
{"title": "The Art of Gathering: How We Meet and Why It Matters", "asin": "1594634920", "price": "$13.50", "quantity": "1"}],
"promotion_items": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "quantity": ""},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "quantity": ""},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (Brown)", "asin": "B0C3D2Y17B", "price": "$16.99", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "quantity": ""},
{"title": "Rubberific\nPremium Rubber Downspout Splash Block, Rain Guard, Stone Textured Drain Extender (Gray)", "asin": "B0BN6WR6VH", "price": "$23.99", "quantity": ""},
{"title": "White 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49NJMN9", "price": "$17.99", "quantity": ""},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "quantity": ""},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "quantity": ""},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "quantity": ""}],
"ads": [{"title": "plusgutter Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX"},
{"title": "plusgutter White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL"},
{"title": "plusgutter Black-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B2VS259W"}],
"search_results": [{"title": "Brown 2-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YQWBRDX", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow 10\u202fAM - 3\u202fPM"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, White)", "asin": "B0CQN614TQ", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, Green)", "asin": "B0C3D2X6MR", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "White-2pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B09YSW2QBL", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Down Spout Extender Diverter Extendable from 21 to 60 in,Screws for Included,Black", "asin": "B0B7CZF1BL", "price": "$22.98", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, 3\u201d Downspout Extender Drainage Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\"Downspout, Flexible Pipe Stretched Length 7ft, White,1-Pack", "asin": "B0D3H7QB2P", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions Flexible,Downspout Extender Diverter Extendable from 21\" to 58\". Drain Pipe Connector Extendable for Most Residential Downspouts (Brown)", "asin": "B0BH2JFH9R", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "2 Pack Rain Gutter Downspout Extensions,Drain Downspout Extender Diverter, Flexible Downspout Extensions Can Extendable from 21 to 60 Inches (White)", "asin": "B0BFWLX4VH", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer diameter 3\" Gutter Extensions for Downspout,Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout,Flexible Pipe Stretched Length 7ft (2 Pack)", "asin": "B0D3QFJ97W", "price": "$33.24", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Premium Rubber Downspout Splash Block Rain Guard Stone Textured Drain Extender (Black)", "asin": "B0BN6T4H39", "price": "$23.99", "delivery": "FREE delivery Apr 24 - 29"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(2 Pack, Brown)", "asin": "B0BYNHV9KK", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J9BBJBF", "price": "$10.80", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "7ft Long Gutter Downspout Extensions, 3\" Gutter Downspout Extender Pipe for 2\"\u00d73\" Downspout and 3\"\u00d74\" Downspout, Flexible Pipe Stretched Length 7ft, Black,2-Pack", "asin": "B0D3HFZ9DG", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "7ft Long Gutter Downspout Extensions, Outer Diameter 3\" Downspout Extender for Rainwater Drainage, Flexible Drainage Pipe Suitable for 2\"\u00d73\" and 3\"\u00d74\" Downspout (Brown-1-Pack)", "asin": "B0D3QHTVD6", "price": "$18.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "3 Pack Rain Gutter Downspout Extensions Flexible,Downspout Diverter Extendable From 21\" To 58\". Downspout Extender Is Suitable For Most Drain Pipe (Black)", "asin": "B0D9CS5P6H", "price": "$32.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE300 Standard Plastic Drain Away Downspout Extender, Extends 12-Feet, Green", "asin": "B003K1GKCS", "price": "$8.54", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49M9PX9", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(Brown)", "asin": "B0D4VCG196", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFSC22", "price": "$24.99", "delivery": "FREE delivery Apr 23 - 26 for Prime members Only 1 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Black)", "asin": "B0D2WVZS59", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Splash Block, Gutter Downspout Extensions for Water Drainage, 24\" Gutter Splash Guards Downspout Extender, Fixable Down spout Drain Trays with PE Nails(3 Pack, Green)", "asin": "B0CYGLV4SF", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Automatic Easy-to-Install Downspout Extender for Draining Away Water, Fits All Standard Downspouts (White)", "asin": "B07RZ43M1R", "price": "$14.75", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe and Extendable from 21 to 66 Inches (2 Pack, White)", "asin": "B0C3CZ7GYJ", "price": "$25.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(2Pack, Limestone)", "asin": "B0DXPHVGJP", "price": "$26.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack White-Rain Gutter Downspout Extensions, Gutter Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCFDW6CH", "price": "$15.77", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "GWS3W Tilt and Drain Downspout Extender, 6 ft, White", "asin": "B01NGTRSON", "price": "$25.95", "delivery": "FREE delivery Thu, Apr 17"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(Brown)", "asin": "B0D2WV2C4Q", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 2", "asin": "B08X4YBQ2V", "price": "$33.46", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 3 left in stock - order soon."},
{"title": "2 Pack Rain Gutter Downspout Extensions, Flexible Downspout Extender with 58\"+68\" Extendable Pipes for Rain Water Drainage, Durable Down Spout Drain Extension with Connector (Brown)", "asin": "B0C8LWPKB2", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Frost King DE46 Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Green", "asin": "B003K2X1MY", "price": "$9.47", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Black-Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Down Spout Drain Extension Pipe, Extendable from 21 to 62 Inches (Fit 4\"x 3\" downspouts)", "asin": "B0DCDQYFQC", "price": "$15.78", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Green Flexible Downspout Extension Gutter Connector Rainwater Drainage", "asin": "B08J8FSHH5", "price": "$11.57", "delivery": "FREE delivery Apr 21 - 22 Only 5 left in stock - order soon."},
{"title": "WholesalePlumbing Supply 2-Pack Green Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85011-2PK", "asin": "B08J8F696R", "price": "$22.33", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "2 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WVH6KV", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "HC3003G2 Rain 2-Pack Flexible Downspout, Spout Drain Extendable from 22\" to 63\", Gutter Extensions with Adapters, for Rainwater Drainage, Brown", "asin": "B0DT8XF1BW", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
{"title": "WholesalePlumbing Supply 2-Pack Brown Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85019-2PK", "asin": "B08J8HHHZY", "price": "$21.99", "delivery": "FREE delivery Apr 21 - 23 Only 5 left in stock - order soon."},
{"title": "Black 1-Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches", "asin": "B0B49MD97D", "price": "$16.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Easy Assembly Outdoor Decorative Poly Composite Rain Gutter Downspout Splash Block Effective in Any Type of Weather, Stone Light Taupe", "asin": "B0015SBOV0", "price": "$19.89", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "WholesalePlumbing Supply 2-Pack Black Flexible Downspout Extension Gutter Connector Rainwater Drainage,FD-85015-2PK", "asin": "B08J8H8FNK", "price": "$23.15", "delivery": "FREE delivery Apr 18 - 22 Or fastest delivery Apr 17 - 21 Only 5 left in stock - order soon."},
{"title": "Gutter Downspout Extensions, NAACOO Upgraded 12x12in Catch Basin Low Profile Downspout Extender | No Deep Dig French Drain, Flexible Pipe Extension to 8.2ft, Protect House Foundation.", "asin": "B0B6C6479D", "price": "$25.99", "delivery": "FREE delivery Apr 23 - 24 for Prime members Only 4 left in stock - order soon."},
{"title": "2 Pack Flexible Rain Gutter Downspout Extensions,Drain Downspout Extender,Gutter Extension Flexible,Down Spout Drain Extension Pipes,Extendable from 21 to 60 Inches (Black)", "asin": "B0CGXHSBV7", "price": "$23.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "1 Pack Flexible Gutter Downspout Extensions Extendable from 21\" to 67\", Downspout Extender Comes with Adapters, Thickened Down spout Drain Extension for Rainwater Drainage(White)", "asin": "B0D2WTL3L5", "price": "$17.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "4601 Downspout Extension, Black Pack of 4", "asin": "B08X4XHLRZ", "price": "$72.08", "delivery": "FREE delivery Thu, Apr 17 Only 10 left in stock - order soon."},
{"title": "4601 Downspout Extension, Black, New Type", "asin": "B081CZV2RG", "price": "$19.35", "delivery": "FREE delivery Apr 18 - 22 Only 10 left in stock - order soon."},
{"title": "Drain Away 12' Green (2)", "asin": "B07KYXCR9T", "price": "$16.01", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "WholesalePlumbing Supply Limestone Flexible Downspout Extension Gutter Connector Rainwater Drainage,25 to 55 inches,FD-85014", "asin": "B08J8GHR4Q", "price": "$13.99", "delivery": "FREE delivery Apr 18 - 21 Only 10 left in stock - order soon."},
{"title": "4 Pack Rain Gutter Downspout Extensions Flexible, Drain Downspout Extender,Down Spout Drain Extender, Gutter Connector Rainwater Drainage,Extendable from 21 to 68 Inches(White)", "asin": "B0D4VCP4QH", "price": "$48.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "WholesalePlumbing Supply 2-Pack Stone Flexible Downspout Extension Gutter Connector Rainwater Drainage,Limestone,FD-85014-2PK", "asin": "B08J8FZF5Z", "price": "$24.20", "delivery": "FREE delivery Apr 18 - 21 Only 15 left in stock - order soon."},
{"title": "2 Pack Gutter Downspout Extensions, Rain Gutter Downspout Splash Block, Down Spout Extender, Drain Gutter Guard Diverter, Splash Guards Rainwater Drainage 24\" (Black 2Pack)", "asin": "B09N42JSVZ", "price": "$20.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Flex-Drain 53127 Flexible Downspout Extension Adapter, 3 by 4 by 4-Inch, White", "asin": "B008BGZ9NS", "delivery": ""},
{"title": "Rain Gutter Downspout Extensions, Flexible Downspout Extender for Rain Water Drainage, Down Spout Drain Extension Extendable from 21 to 68 Inches(3 Pack, Black)", "asin": "B0CQN6RBCG", "price": "$36.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Frost King DE46BR Automatic Plastic Drain Away Downspout Extender, Extends 4-Feet, Brown", "asin": "B003KVFVDC", "price": "$15.62", "delivery": "FREE delivery Sat, Apr 19 Only 1 left in stock (more on the way)."},
{"title": "Rain Gutter Downspout Extensions, Downspout Extender for Rainwater Drainage Flexible, Extendable 58\"+66\" Down Spout Drain Extension Pipes (2 Pack, Brown)", "asin": "B0C3GD55LH", "price": "$24.99", "delivery": "FREE delivery Sat, Apr 19"},
{"title": "Low Profile Catch Basin Drain Kit Downspout Extender, 12\"\u00d712\" Catch Basin Gutter Downspout Extensions with 2\" ID Flexible Pipe, Pipe Stretched Length 16.4ft, Rainwater Drainage System", "asin": "B0BLMXHFS7", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "GWS3B Tilt Plastic Drain Away Downspout Extender, 6 ft, Brown", "asin": "B01NGU4U6G", "price": "$25.21", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch 2 Pack", "asin": "B072JBQJR7", "price": "$22.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "6 Pack of Frost King Drain Away 0.1 in. H X 9 in. W X 46 in. L White Vinyl Downspout Extension", "asin": "B07MFN2F6X", "price": "$49.93", "delivery": "Two-Day FREE delivery Thu, Apr 17"},
{"title": "ADP53102 Downspout Adaptor, Landscaping Drain Pipe Adapter 3 by 4 by 4-Inch , Black", "asin": "B002TN1NMK", "price": "$6.43", "delivery": "FREE delivery Tue, Apr 22"},
{"title": "2 Pack Rain Gutter Downspout Extensions, Upgraded Flexible Drain Downspout Extender, Rainwater Drainage Diverter with Mini Connector, Extendable from 20 to 127 Inches", "asin": "B0DPMFTL5L", "price": "$24.99", "delivery": "One-Day FREE delivery Tomorrow, Apr 16 Only 6 left in stock - order soon."},
{"title": "Amerimax StealthFlow 4.75 in. H x 7.25 in. W x 38 in. L Black Vinyl K Downspout Extension", "asin": "B07HM9DXGJ", "price": "$24.79", "delivery": "FREE delivery Thu, Apr 17"}]
<|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": "2025-04-15T23:41:06.622Z", // 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>
