<|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|>
{"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
{"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
{"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
{"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
{"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
{"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:07:09.035Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:07:28.184Z", "action": "input", "action_argument": "lianli hydro"}
{"timestamp": "2025-04-05T06:07:28.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T06:08:10.753Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:08:12.168Z", "action": "input", "action_argument": "lianli hydroshift 360"}
{"timestamp": "2025-04-05T06:09:39.461Z", "action": "input", "action_argument": "rog 360"}
{"timestamp": "2025-04-05T06:10:12.835Z", "action": "click_product", "action_argument": "B0BY3GTG48"}
{"timestamp": "2025-04-05T06:10:18.089Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:11:01.297Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-05T06:11:18.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:11:46.999Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:13:23.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T06:18:11.367Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:18:18.015Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:30:59.168Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:31:05.803Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:32:18.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:23.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:25.693Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:28.265Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:29.780Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:35.196Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:37.438Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:42.981Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.151Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.900Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:49.388Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:57.613Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:00.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:01.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:03.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:07.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:09.179Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:10.446Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:11.901Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:13.213Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:16.940Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:18.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:20.886Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:25.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:26.698Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:27.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:40.566Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:48.697Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:00.501Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:01.469Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:02.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:06.295Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:13.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:15.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:18.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:19.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:20.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:22.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:24.256Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:26.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:27.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:29.339Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:31.544Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:37.327Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:38.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:39.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:51.600Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:53.865Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:02.955Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:04.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:08.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:09.593Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:19.916Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:22.898Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:24.525Z", "action": "click", "action_argument": "review"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "asus ap201 sfx holder"}],
"cart_items": [{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$168.90", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"search_results": [{"title": "BoxWave Stylus Pouch Compatible with ASUS ROG Flow Z13 (2022) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ROG Flow Z13 (2022) - Jet Black", "asin": "B09S87SC54", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 15 left in stock - order soon."},
{"title": "ASUS Prime AP201 33-Liter MicroATX White case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, and Standard ATX PSUs", "asin": "B0B99J7T35", "price": "$75.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
{"title": "BoxWave Stylus Pouch Compatible with ASUS ZenBook Pro Duo (UX581GV) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ZenBook Pro Duo (UX581GV) - Jet Black", "asin": "B08ZCF9765", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 12 left in stock - order soon."},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX AC (XT8 CT8 XT9) Whole-Home Tri-Band Mesh System WiFi 6 System Wall Bracket Hanger Stand Compatible with ASUS ZenWiFi AX AC (White 1Pack)", "asin": "B08MW6GVY4", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9) AC300, Wall Bracket Hanger Stand with Holder Compatible with ASUS ZenWiFi AX WiFi 6 (1-Pack, White)", "asin": "B08MPQXMQJ", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9),Simple and Sturdy Wall Mount Holder Stand Bracket by HOLACA (2 Pack, White)", "asin": "B08MDTRXSY", "price": "$27.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 7 left in stock - order soon."},
{"title": "ASUS Prime AP201 TG is a Stylish 33-Liter MicroATX case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, Tempered Glass Panel", "asin": "B0BVKZ6P9C", "price": "$150.43", "delivery": "FREE delivery Tue, Apr 8 Only 1 left in stock - order soon."},
{"title": "ASUS Prime AP201 is a stylish 33-liter MicroATX case with tool-free side panels and a quasi-filter mesh, with support for 360 mm coolers, graphics cards up to 338 mm long, and standard ATX PSUs", "asin": "B0B7F8C35R"},
{"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories (Non-Slip Base(2.5 inch))", "asin": "B0DXVRKFK4", "price": "$5.28", "delivery": "FREE delivery Tue, Apr 8 Only 20 left in stock - order soon."},
{"title": "Monzlteck Universal Under Desk Storage Mount for Xbox Series S, Xbox One S/X,Xbox 360,PS4 Slim/pro,Compatible with CPU,UPS,Small Form Factor Desktop Tower, Mini pc", "asin": "B0BLSTX8XZ", "price": "$21.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Monzlteck Adjustable Electronic Device Wall Mount|Universal Holder for Small Computers, Gaming Consoles\uff08Xbox 360\uff0cXbox One, PS4\uff09\uff0cMini PC\uff0cSmall Form Factor Desktop Tower, UPS .Fits 1.6\" to 3.8\" Width", "asin": "B0D8ZDQ9TX", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Monzlteck Wall Mount for Xbox One X (Not Fit for One Original)\uff0cAll Metal Vertical Hanging On Wall with Power Botton Left/Right,Wall Shelf Bracket for X1X", "asin": "B09KM3Z765", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}]
<|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": "2025-04-05T15:57:32.385Z", // 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|>
{"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
{"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
{"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
{"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
{"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
{"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:07:09.035Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:07:28.184Z", "action": "input", "action_argument": "lianli hydro"}
{"timestamp": "2025-04-05T06:07:28.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T06:08:10.753Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:08:12.168Z", "action": "input", "action_argument": "lianli hydroshift 360"}
{"timestamp": "2025-04-05T06:09:39.461Z", "action": "input", "action_argument": "rog 360"}
{"timestamp": "2025-04-05T06:10:12.835Z", "action": "click_product", "action_argument": "B0BY3GTG48"}
{"timestamp": "2025-04-05T06:10:18.089Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:11:01.297Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-05T06:11:18.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:11:46.999Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:13:23.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T06:18:11.367Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:18:18.015Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:30:59.168Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:31:05.803Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:32:18.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:23.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:25.693Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:28.265Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:29.780Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:35.196Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:37.438Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:42.981Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.151Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.900Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:49.388Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:57.613Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:00.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:01.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:03.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:07.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:09.179Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:10.446Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:11.901Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:13.213Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:16.940Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:18.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:20.886Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:25.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:26.698Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:27.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:40.566Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:48.697Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:00.501Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:01.469Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:02.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:06.295Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:13.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:15.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:18.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:19.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:20.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:22.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:24.256Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:26.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:27.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:29.339Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:31.544Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:37.327Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:38.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:39.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:51.600Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:53.865Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:02.955Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:04.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:08.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:09.593Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:19.916Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:22.898Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:24.525Z", "action": "click", "action_argument": "review"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "asus ap201 sfx holder"}],
"cart_items": [{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$168.90", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"search_results": [{"title": "BoxWave Stylus Pouch Compatible with ASUS ROG Flow Z13 (2022) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ROG Flow Z13 (2022) - Jet Black", "asin": "B09S87SC54", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 15 left in stock - order soon."},
{"title": "ASUS Prime AP201 33-Liter MicroATX White case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, and Standard ATX PSUs", "asin": "B0B99J7T35", "price": "$75.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
{"title": "BoxWave Stylus Pouch Compatible with ASUS ZenBook Pro Duo (UX581GV) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ZenBook Pro Duo (UX581GV) - Jet Black", "asin": "B08ZCF9765", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 12 left in stock - order soon."},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX AC (XT8 CT8 XT9) Whole-Home Tri-Band Mesh System WiFi 6 System Wall Bracket Hanger Stand Compatible with ASUS ZenWiFi AX AC (White 1Pack)", "asin": "B08MW6GVY4", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9) AC300, Wall Bracket Hanger Stand with Holder Compatible with ASUS ZenWiFi AX WiFi 6 (1-Pack, White)", "asin": "B08MPQXMQJ", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9),Simple and Sturdy Wall Mount Holder Stand Bracket by HOLACA (2 Pack, White)", "asin": "B08MDTRXSY", "price": "$27.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 7 left in stock - order soon."},
{"title": "ASUS Prime AP201 TG is a Stylish 33-Liter MicroATX case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, Tempered Glass Panel", "asin": "B0BVKZ6P9C", "price": "$150.43", "delivery": "FREE delivery Tue, Apr 8 Only 1 left in stock - order soon."},
{"title": "ASUS Prime AP201 is a stylish 33-liter MicroATX case with tool-free side panels and a quasi-filter mesh, with support for 360 mm coolers, graphics cards up to 338 mm long, and standard ATX PSUs", "asin": "B0B7F8C35R"},
{"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories (Non-Slip Base(2.5 inch))", "asin": "B0DXVRKFK4", "price": "$5.28", "delivery": "FREE delivery Tue, Apr 8 Only 20 left in stock - order soon."},
{"title": "Monzlteck Universal Under Desk Storage Mount for Xbox Series S, Xbox One S/X,Xbox 360,PS4 Slim/pro,Compatible with CPU,UPS,Small Form Factor Desktop Tower, Mini pc", "asin": "B0BLSTX8XZ", "price": "$21.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Monzlteck Adjustable Electronic Device Wall Mount|Universal Holder for Small Computers, Gaming Consoles\uff08Xbox 360\uff0cXbox One, PS4\uff09\uff0cMini PC\uff0cSmall Form Factor Desktop Tower, UPS .Fits 1.6\" to 3.8\" Width", "asin": "B0D8ZDQ9TX", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Monzlteck Wall Mount for Xbox One X (Not Fit for One Original)\uff0cAll Metal Vertical Hanging On Wall with Power Botton Left/Right,Wall Shelf Bracket for X1X", "asin": "B09KM3Z765", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}]
<|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": "2025-04-05T15:57:32.385Z", // 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>

<answer>{"timestamp": "2025-04-05T15:57:32.385Z","action": "click_product","acion_argument": "B0B99J7T35",}</answer>
rule
<answer>{"timestamp": "2025-04-05T15:57:32.385Z","action": "click_product","acion_argument": "B0B99J7T35",}</answer>
<|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|>
{"timestamp": "2025-04-05T02:24:53.617Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T02:25:12.725Z", "action": "click_product", "action_argument": "B09J91SVLF"}
{"timestamp": "2025-04-05T02:27:14.797Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.894Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:30.990Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T02:27:32.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:34.125Z", "action": "input", "action_argument": "NZXT Kraken Elite 360\u200b\u200b AIO"}
{"timestamp": "2025-04-05T02:27:34.246Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T02:27:56.130Z", "action": "click_product", "action_argument": "B0D9GWDTHZ"}
{"timestamp": "2025-04-05T02:28:12.014Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:29.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:47.512Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:52.724Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:28:58.199Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T02:29:00.743Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T04:44:00.765Z", "action": "input", "action_argument": "pc build tool"}
{"timestamp": "2025-04-05T04:44:00.907Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T04:54:46.579Z", "action": "click_product", "action_argument": "B01GF0KV6G"}
{"timestamp": "2025-04-05T04:56:48.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:07:00.983Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:01.885Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:07:18.468Z", "action": "input", "action_argument": "electronic screw"}
{"timestamp": "2025-04-05T05:07:18.560Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:08:07.413Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:09:56.770Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:12:43.436Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T05:14:09.532Z", "action": "click_product", "action_argument": "B09MR5HFPB"}
{"timestamp": "2025-04-05T05:14:58.507Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:14:59.937Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:15:01.103Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T05:16:09.331Z", "action": "click_product", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:35.465Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:42.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:44.132Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:46.621Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-05T05:16:54.023Z", "action": "purchase", "action_argument": "B08SGM6F79"}
{"timestamp": "2025-04-05T05:16:58.047Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:17:13.365Z", "action": "input", "action_argument": "anti static"}
{"timestamp": "2025-04-05T05:17:13.597Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:31.484Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:17:35.604Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T05:18:26.288Z", "action": "click_product", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:18:36.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T05:18:40.079Z", "action": "purchase", "action_argument": "B01DP6RQYI"}
{"timestamp": "2025-04-05T05:37:11.408Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T05:41:07.502Z", "action": "input", "action_argument": "tryx"}
{"timestamp": "2025-04-05T05:41:07.613Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T05:48:33.144Z", "action": "click_product", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:03:48.549Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:06:42.461Z", "action": "purchase", "action_argument": "B0DLWGG85P"}
{"timestamp": "2025-04-05T06:07:09.035Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:07:28.184Z", "action": "input", "action_argument": "lianli hydro"}
{"timestamp": "2025-04-05T06:07:28.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-05T06:08:10.753Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:08:12.168Z", "action": "input", "action_argument": "lianli hydroshift 360"}
{"timestamp": "2025-04-05T06:09:39.461Z", "action": "input", "action_argument": "rog 360"}
{"timestamp": "2025-04-05T06:10:12.835Z", "action": "click_product", "action_argument": "B0BY3GTG48"}
{"timestamp": "2025-04-05T06:10:18.089Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:11:01.297Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-05T06:11:18.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:11:46.999Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-05T06:13:23.777Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-05T06:18:11.367Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:18:18.015Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T06:30:59.168Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-05T06:31:05.803Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T06:32:18.493Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:23.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:25.693Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:28.265Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:29.780Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:35.196Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:37.438Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:42.981Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.151Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:44.900Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:49.388Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:32:57.613Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:00.156Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:01.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:03.711Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:07.806Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:09.179Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:10.446Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:11.901Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:13.213Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:16.940Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:18.651Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:20.886Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:25.476Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:26.698Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:27.681Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:40.566Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:33:48.697Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:00.501Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:01.469Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:02.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:06.295Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:13.491Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:15.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:18.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:19.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:20.902Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:22.192Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:24.256Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:26.084Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:27.337Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:29.339Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:31.544Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:37.327Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:38.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:39.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:51.600Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:34:53.865Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:02.955Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:04.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:08.137Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:09.593Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:19.916Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:22.898Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T06:35:24.525Z", "action": "click", "action_argument": "review"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-05T15:54:23.782Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:25.492Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:35.467Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:37.100Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:54:38.293Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:03.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:06.778Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:10.356Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:11.278Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:13.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:14.465Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:15.269Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:16.633Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:18.561Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-05T15:55:29.793Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.510Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:32.967Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:33.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:34.189Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:37.392Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:47.015Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.135Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:48.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.294Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:49.790Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:57.679Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:55:59.505Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:18.687Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.265Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:19.918Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:23.779Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:24.612Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-05T15:56:39.769Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:48.687Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:56:55.630Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-05T15:57:14.603Z", "action": "click", "action_argument": "search"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "asus ap201 sfx holder"}],
"cart_items": [{"title": "SAMSUNG 990 PRO Series - 2TB PCIe Gen4. X4 NVMe 2.0c - M.2 Internal SSD (MZ-V9P2T0B/AM)", "asin": "B0BHJJ9Y77", "price": "$168.90", "quantity": "1"},
{"title": "ARCTIC Liquid Freezer III Pro 360 - AIO CPU Cooler, 3 x 120 mm Water Cooling, 38 mm Radiator, PWM Pump, VRM Fan, AMD AM5/AM4, Intel LGA1851/1700 Contact Frame - Black", "asin": "B0DLWGG85P", "price": "$124.99", "quantity": "1"},
{"title": "ThxToms ESD Anti Static Gloves, High Resistance Carbon Fiber Computer Gloves, Large 1 Pair", "asin": "B01DP6RQYI", "price": "$6.99", "quantity": "1"},
{"title": "STREBITO Electronics Precision Screwdriver Sets 142-Piece with 120 Bits Magnetic Repair Tool Kit for iPhone, MacBook, Computer, Laptop, PC, Tablet, PS4, Xbox, Nintendo, Game Console", "asin": "B08SGM6F79", "price": "$27.99", "quantity": "1"},
{"title": "Noctua 360mm AIO Upgrade Bundle (3X NF-A12x25 PWM chromax.Black.swap 120mm Fans Plus 1x NT-H2 Thermal Paste)", "asin": "B09J91SVLF", "price": "$106.95"},
{"title": "CORSAIR SF1000 (2024) Fully Modular Low Noise 80 Plus Platinum ATX Power Supply \u2013 ATX 3.0 Compliant \u2013 PCIe 5.0 Ready \u2013 SFX-to-ATX Bracket Included \u2013 Black", "asin": "B0D45RN3KZ", "price": "$229.99", "quantity": "1"},
{"title": "G.SKILL Trident Z5 Royal Neo Series (AMD Expo) DDR5 RAM 32GB (2x16GB) 6000MT/s CL28-36-36-96 1.40V Desktop Computer Memory UDIMM - Silver (F5-6000J2836G16GX2-TR5NS)", "asin": "B0DD2LKVMD", "price": "$149.99", "quantity": "1"}],
"search_results": [{"title": "BoxWave Stylus Pouch Compatible with ASUS ROG Flow Z13 (2022) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ROG Flow Z13 (2022) - Jet Black", "asin": "B09S87SC54", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 15 left in stock - order soon."},
{"title": "ASUS Prime AP201 33-Liter MicroATX White case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, and Standard ATX PSUs", "asin": "B0B99J7T35", "price": "$75.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"},
{"title": "BoxWave Stylus Pouch Compatible with ASUS ZenBook Pro Duo (UX581GV) - Stylus PortaPouch, Stylus Holder Carrier Portable Self-Adhesive for ASUS ZenBook Pro Duo (UX581GV) - Jet Black", "asin": "B08ZCF9765", "price": "$7.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 12 left in stock - order soon."},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX AC (XT8 CT8 XT9) Whole-Home Tri-Band Mesh System WiFi 6 System Wall Bracket Hanger Stand Compatible with ASUS ZenWiFi AX AC (White 1Pack)", "asin": "B08MW6GVY4", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9) AC300, Wall Bracket Hanger Stand with Holder Compatible with ASUS ZenWiFi AX WiFi 6 (1-Pack, White)", "asin": "B08MPQXMQJ", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Wall Mount Holder for ASUS ZenWiFi AX Whole-Home Tri-Band Mesh WiFi 6 System (XT8)(CT8)(XT9),Simple and Sturdy Wall Mount Holder Stand Bracket by HOLACA (2 Pack, White)", "asin": "B08MDTRXSY", "price": "$27.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 7 left in stock - order soon."},
{"title": "ASUS Prime AP201 TG is a Stylish 33-Liter MicroATX case with Tool-Free Side Panels and a Quasi-Filter mesh, with Support for 360 mm Coolers, Graphics Cards up to 338 mm Long, Tempered Glass Panel", "asin": "B0BVKZ6P9C", "price": "$150.43", "delivery": "FREE delivery Tue, Apr 8 Only 1 left in stock - order soon."},
{"title": "ASUS Prime AP201 is a stylish 33-liter MicroATX case with tool-free side panels and a quasi-filter mesh, with support for 360 mm coolers, graphics cards up to 338 mm long, and standard ATX PSUs", "asin": "B0B7F8C35R"},
{"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories (Non-Slip Base(2.5 inch))", "asin": "B0DXVRKFK4", "price": "$5.28", "delivery": "FREE delivery Tue, Apr 8 Only 20 left in stock - order soon."},
{"title": "Monzlteck Universal Under Desk Storage Mount for Xbox Series S, Xbox One S/X,Xbox 360,PS4 Slim/pro,Compatible with CPU,UPS,Small Form Factor Desktop Tower, Mini pc", "asin": "B0BLSTX8XZ", "price": "$21.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Monzlteck Adjustable Electronic Device Wall Mount|Universal Holder for Small Computers, Gaming Consoles\uff08Xbox 360\uff0cXbox One, PS4\uff09\uff0cMini PC\uff0cSmall Form Factor Desktop Tower, UPS .Fits 1.6\" to 3.8\" Width", "asin": "B0D8ZDQ9TX", "price": "$23.99", "delivery": "FREE delivery Tue, Apr 8"},
{"title": "Monzlteck Wall Mount for Xbox One X (Not Fit for One Original)\uff0cAll Metal Vertical Hanging On Wall with Power Botton Left/Right,Wall Shelf Bracket for X1X", "asin": "B09KM3Z765", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}]
<|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": "2025-04-05T15:57:32.385Z", // 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>

train