<|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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
{"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
{"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
{"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T20:39:04.148Z", "action": "input", "action_argument": "rb5424D ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:47.542Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:49.300Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:50:58.581Z", "action": "purchase", "action_argument": "B09NVPJ9ZG"}
{"timestamp": "2025-04-10T22:31:03.659Z", "action": "input", "action_argument": "internet modem x"}
{"timestamp": "2025-04-10T22:31:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-10T22:40:15.470Z", "action": "input", "action_argument": "wifi router"}
{"timestamp": "2025-04-10T22:54:33.370Z", "action": "purchase", "action_argument": "B0B3SQK74L"}
{"timestamp": "2025-04-13T05:31:02.490Z", "action": "input", "action_argument": "man"}
{"timestamp": "2025-04-13T05:31:08.650Z", "action": "input", "action_argument": "manta sleep mask"}
{"timestamp": "2025-04-13T05:31:31.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:31.632Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:36.997Z", "action": "purchase", "action_argument": "B07PRG2CQY"}
{"timestamp": "2025-04-13T05:32:52.853Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T05:33:00.789Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:00.807Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.436Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.456Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:09.095Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:10.304Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.371Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.389Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.721Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.739Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:18.279Z", "action": "purchase", "action_argument": "B0C36K8SJJ, B07PRG2CQY"}
{"timestamp": "2025-04-13T05:34:57.418Z", "action": "purchase", "action_argument": "B0B1LZMH78"}
{"timestamp": "2025-04-13T05:36:04.658Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:38:31.905Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T22:25:47.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T22:26:41.052Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T22:27:12.817Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T22:31:11.321Z", "action": "purchase", "action_argument": "B08R58D9FH"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A3S106NAADCJ8V", "price": "$5.59", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000-1AZNAS) \u2013 Approved for Today\u2019s Fastest Speeds - Works With all Cable Providers, Incl. Xfinity, Spectrum, Cox - Cable Plans up to 2.5Gbps", "asin": "B0DKSKNC1K", "price": "$299.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000) \u2013 Approved for Today\u2019s Fastest Speeds - Works with All Providers Incl. Xfinity, Spectrum, Cox - for Plans up to 2.5Gbps", "asin": "B0D3FHM3BC", "price": "$299.99", "quantity": ""},
    {"title": "ARRIS (SB8200) - Cable Modem - Fast DOCSIS 3.1 32x8 Gigabit Cable Modem , Approved for Comcast Xfinity, Cox, Charter Spectrum, & more | 1 Gbps Max Internet Speed, 4 OFDM Channels", "asin": "B07DY16W2Z", "price": "$164.97", "quantity": ""},
    {"title": "ARRIS (S34) - Cable Modem - Fast DOCSIS 3.1 Multi-Gigabit Cable Modem, for Comcast Xfinity, Cox, Spectrum & More, 2.5 Gbps Max Internet Speeds, Next-Generation Upload Optimized, 2 Year Warranty", "asin": "B0D94ZWX81", "price": "$219.00", "quantity": ""},
    {"title": "NETGEAR Nighthawk Cable Modem CM1200 - Compatible with all Cable Providers including Xfinity by Comcast, Spectrum, Cox | For Cable Plans Up to 2 Gigabits | 4 x 1G Ethernet ports | DOCSIS 3.1, Black", "asin": "B07Q5VM51Y", "price": "$188.77", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM2500-1AZNAS) \u2013 Approved for Today\u2019s Faster Speeds - Works with All Cable Providers Incl. Xfinity, Spectrum, Cox - Plans up to 2Gbps", "asin": "B0DKSMK9K5", "price": "$249.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE300) | AXE7800 Tri-Band Wireless Gigabit Speed (Up to 7.8Gbps) | New 6GHz Band | 8-Streams Cover up to 2,500 sq. ft, 40 Devices (Renewed)", "asin": "B0BVKSJTGP", "price": "$128.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS600) - Security Features, BE18000 Wireless Speed (up to 18Gbps) \u2013 10 Gig Internet Port - Covers up to 3,300 sq. ft., 150 Devices", "asin": "B0DG6LXDRK", "price": "$499.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS500) \u2013 Security Features, BE12000 Wireless Speed (up to 12Gbps) - Covers up to 3,000 sq. ft., 120 Devices \u2013 2.5 Gig Internet Port", "asin": "1b1e39a3", "price": "$349.98", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS700S) - Security Features, BE19000 Wireless Speed (up to 19Gbps) \u2013 10 Gig Internet Port - Covers up to 3,500 sq. ft., 200 Devices \u2013 1-Year Armor Included", "asin": "B0C9JQLDCG", "price": "$549.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS280S) - Security Features, BE9200 Wireless Speed (up to 9.2 Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port \u2013 Includes 1-Year Armor", "asin": "B0DGPLBRDQ", "price": "$209.65", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS300) - Security Features, BE9300 Wireless Speed (up to 9.3Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port", "asin": "B0D4JBGPH4", "price": "$299.99", "quantity": ""}
  ],
  "active_items": [
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
    {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 6E Router (RAXE300) - Security Features, AXE7800 Wireless Gigabit Speed (Up to 7.8Gbps), New 6GHz Band, 8-Streams Cover up to 2,500 sq. ft., 40 Devices", "asin": "B0B1LZMH78", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 7.8Gbps"}]},
    {"title": "NETGEAR Nighthawk Dual-Band WiFi 7 Router (RS200) \u2013 Security Features, BE6500 Wireless Speed (up to 6.5Gbps) - Covers up to 2,500 sq. ft., 80 Devices \u2013 2.5 Gig Internet Port", "asin": "B0DG6DNF94", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 7, 6.5Gbps"}]},
    {"title": "TP-Link AXE5400 Tri-Band WiFi 6E Router (Archer AXE75)- Gigabit Wireless Internet Router, ax Router for Gaming, VPN Router, OneMesh, WPA3", "asin": "B0B3SQK74L", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, AXE5400, Tri-Band"}]},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
    {"asin": "B09PY33NHB", "options": []},
    {"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
    {"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
    {"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
    {"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
    {"title": "THRUSTMASTER T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
    {"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
    {"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
    {"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
    {"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T23:08:22.727Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
{"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
{"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
{"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T20:39:04.148Z", "action": "input", "action_argument": "rb5424D ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:47.542Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:49.300Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:50:58.581Z", "action": "purchase", "action_argument": "B09NVPJ9ZG"}
{"timestamp": "2025-04-10T22:31:03.659Z", "action": "input", "action_argument": "internet modem x"}
{"timestamp": "2025-04-10T22:31:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-10T22:40:15.470Z", "action": "input", "action_argument": "wifi router"}
{"timestamp": "2025-04-10T22:54:33.370Z", "action": "purchase", "action_argument": "B0B3SQK74L"}
{"timestamp": "2025-04-13T05:31:02.490Z", "action": "input", "action_argument": "man"}
{"timestamp": "2025-04-13T05:31:08.650Z", "action": "input", "action_argument": "manta sleep mask"}
{"timestamp": "2025-04-13T05:31:31.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:31.632Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:36.997Z", "action": "purchase", "action_argument": "B07PRG2CQY"}
{"timestamp": "2025-04-13T05:32:52.853Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T05:33:00.789Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:00.807Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.436Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.456Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:09.095Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:10.304Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.371Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.389Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.721Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.739Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:18.279Z", "action": "purchase", "action_argument": "B0C36K8SJJ, B07PRG2CQY"}
{"timestamp": "2025-04-13T05:34:57.418Z", "action": "purchase", "action_argument": "B0B1LZMH78"}
{"timestamp": "2025-04-13T05:36:04.658Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:38:31.905Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T22:25:47.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T22:26:41.052Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T22:27:12.817Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T22:31:11.321Z", "action": "purchase", "action_argument": "B08R58D9FH"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A3S106NAADCJ8V", "price": "$5.59", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000-1AZNAS) \u2013 Approved for Today\u2019s Fastest Speeds - Works With all Cable Providers, Incl. Xfinity, Spectrum, Cox - Cable Plans up to 2.5Gbps", "asin": "B0DKSKNC1K", "price": "$299.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000) \u2013 Approved for Today\u2019s Fastest Speeds - Works with All Providers Incl. Xfinity, Spectrum, Cox - for Plans up to 2.5Gbps", "asin": "B0D3FHM3BC", "price": "$299.99", "quantity": ""},
    {"title": "ARRIS (SB8200) - Cable Modem - Fast DOCSIS 3.1 32x8 Gigabit Cable Modem , Approved for Comcast Xfinity, Cox, Charter Spectrum, & more | 1 Gbps Max Internet Speed, 4 OFDM Channels", "asin": "B07DY16W2Z", "price": "$164.97", "quantity": ""},
    {"title": "ARRIS (S34) - Cable Modem - Fast DOCSIS 3.1 Multi-Gigabit Cable Modem, for Comcast Xfinity, Cox, Spectrum & More, 2.5 Gbps Max Internet Speeds, Next-Generation Upload Optimized, 2 Year Warranty", "asin": "B0D94ZWX81", "price": "$219.00", "quantity": ""},
    {"title": "NETGEAR Nighthawk Cable Modem CM1200 - Compatible with all Cable Providers including Xfinity by Comcast, Spectrum, Cox | For Cable Plans Up to 2 Gigabits | 4 x 1G Ethernet ports | DOCSIS 3.1, Black", "asin": "B07Q5VM51Y", "price": "$188.77", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM2500-1AZNAS) \u2013 Approved for Today\u2019s Faster Speeds - Works with All Cable Providers Incl. Xfinity, Spectrum, Cox - Plans up to 2Gbps", "asin": "B0DKSMK9K5", "price": "$249.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE300) | AXE7800 Tri-Band Wireless Gigabit Speed (Up to 7.8Gbps) | New 6GHz Band | 8-Streams Cover up to 2,500 sq. ft, 40 Devices (Renewed)", "asin": "B0BVKSJTGP", "price": "$128.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS600) - Security Features, BE18000 Wireless Speed (up to 18Gbps) \u2013 10 Gig Internet Port - Covers up to 3,300 sq. ft., 150 Devices", "asin": "B0DG6LXDRK", "price": "$499.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS500) \u2013 Security Features, BE12000 Wireless Speed (up to 12Gbps) - Covers up to 3,000 sq. ft., 120 Devices \u2013 2.5 Gig Internet Port", "asin": "1b1e39a3", "price": "$349.98", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS700S) - Security Features, BE19000 Wireless Speed (up to 19Gbps) \u2013 10 Gig Internet Port - Covers up to 3,500 sq. ft., 200 Devices \u2013 1-Year Armor Included", "asin": "B0C9JQLDCG", "price": "$549.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS280S) - Security Features, BE9200 Wireless Speed (up to 9.2 Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port \u2013 Includes 1-Year Armor", "asin": "B0DGPLBRDQ", "price": "$209.65", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS300) - Security Features, BE9300 Wireless Speed (up to 9.3Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port", "asin": "B0D4JBGPH4", "price": "$299.99", "quantity": ""}
  ],
  "active_items": [
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
    {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 6E Router (RAXE300) - Security Features, AXE7800 Wireless Gigabit Speed (Up to 7.8Gbps), New 6GHz Band, 8-Streams Cover up to 2,500 sq. ft., 40 Devices", "asin": "B0B1LZMH78", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 7.8Gbps"}]},
    {"title": "NETGEAR Nighthawk Dual-Band WiFi 7 Router (RS200) \u2013 Security Features, BE6500 Wireless Speed (up to 6.5Gbps) - Covers up to 2,500 sq. ft., 80 Devices \u2013 2.5 Gig Internet Port", "asin": "B0DG6DNF94", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 7, 6.5Gbps"}]},
    {"title": "TP-Link AXE5400 Tri-Band WiFi 6E Router (Archer AXE75)- Gigabit Wireless Internet Router, ax Router for Gaming, VPN Router, OneMesh, WPA3", "asin": "B0B3SQK74L", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, AXE5400, Tri-Band"}]},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
    {"asin": "B09PY33NHB", "options": []},
    {"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
    {"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
    {"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
    {"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
    {"title": "THRUSTMASTER T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
    {"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
    {"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
    {"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
    {"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T23:08:22.727Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</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 button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

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": "2025-04-01T00:09:12.232Z", "action": "input", "action_argument": "bike pump with gauge"}
{"timestamp": "2025-04-01T00:10:24.448Z", "action": "click_product", "action_argument": "B00XLGKU14"}
{"timestamp": "2025-04-01T17:23:13.604Z", "action": "click_product", "action_argument": "B0DLBTPDCS"}
{"timestamp": "2025-04-01T17:23:35.661Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:40.626Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:48.849Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-01T17:23:54.591Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-07T20:39:04.148Z", "action": "input", "action_argument": "rb5424D ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:47.542Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:39:49.300Z", "action": "input", "action_argument": "ray ban replacement nose pads"}
{"timestamp": "2025-04-07T20:50:58.581Z", "action": "purchase", "action_argument": "B09NVPJ9ZG"}
{"timestamp": "2025-04-10T22:31:03.659Z", "action": "input", "action_argument": "internet modem x"}
{"timestamp": "2025-04-10T22:31:03.733Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-10T22:40:15.470Z", "action": "input", "action_argument": "wifi router"}
{"timestamp": "2025-04-10T22:54:33.370Z", "action": "purchase", "action_argument": "B0B3SQK74L"}
{"timestamp": "2025-04-13T05:31:02.490Z", "action": "input", "action_argument": "man"}
{"timestamp": "2025-04-13T05:31:08.650Z", "action": "input", "action_argument": "manta sleep mask"}
{"timestamp": "2025-04-13T05:31:31.010Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:31.632Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:31:36.997Z", "action": "purchase", "action_argument": "B07PRG2CQY"}
{"timestamp": "2025-04-13T05:32:52.853Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T05:33:00.789Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:00.807Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.436Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:03.456Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:09.095Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:10.304Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.371Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:12.389Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.721Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:14.739Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-13T05:33:18.279Z", "action": "purchase", "action_argument": "B0C36K8SJJ, B07PRG2CQY"}
{"timestamp": "2025-04-13T05:34:57.418Z", "action": "purchase", "action_argument": "B0B1LZMH78"}
{"timestamp": "2025-04-13T05:36:04.658Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T05:38:31.905Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T22:25:47.129Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-13T22:26:41.052Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T22:27:12.817Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T22:31:11.321Z", "action": "purchase", "action_argument": "B08R58D9FH"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-13T22:32:07.725Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T22:48:36.970Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-13T23:00:23.623Z", "action": "click_product", "action_argument": "B0DK7Q5SCN"}
{"timestamp": "2025-04-13T23:00:41.275Z", "action": "click", "action_argument": "product_option"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Vabogu Cat 8 Ethernet Cable, 3ft Heavy Duty High Speed Internet Network Cable, 26AWG, 2000Mhz 40Gbps with Gold Plated RJ45 Connectors, Shielded for Indoor & Outdoor Use", "asin": "/promo/A3S106NAADCJ8V", "price": "$5.59", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000-1AZNAS) \u2013 Approved for Today\u2019s Fastest Speeds - Works With all Cable Providers, Incl. Xfinity, Spectrum, Cox - Cable Plans up to 2.5Gbps", "asin": "B0DKSKNC1K", "price": "$299.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM3000) \u2013 Approved for Today\u2019s Fastest Speeds - Works with All Providers Incl. Xfinity, Spectrum, Cox - for Plans up to 2.5Gbps", "asin": "B0D3FHM3BC", "price": "$299.99", "quantity": ""},
    {"title": "ARRIS (SB8200) - Cable Modem - Fast DOCSIS 3.1 32x8 Gigabit Cable Modem , Approved for Comcast Xfinity, Cox, Charter Spectrum, & more | 1 Gbps Max Internet Speed, 4 OFDM Channels", "asin": "B07DY16W2Z", "price": "$164.97", "quantity": ""},
    {"title": "ARRIS (S34) - Cable Modem - Fast DOCSIS 3.1 Multi-Gigabit Cable Modem, for Comcast Xfinity, Cox, Spectrum & More, 2.5 Gbps Max Internet Speeds, Next-Generation Upload Optimized, 2 Year Warranty", "asin": "B0D94ZWX81", "price": "$219.00", "quantity": ""},
    {"title": "NETGEAR Nighthawk Cable Modem CM1200 - Compatible with all Cable Providers including Xfinity by Comcast, Spectrum, Cox | For Cable Plans Up to 2 Gigabits | 4 x 1G Ethernet ports | DOCSIS 3.1, Black", "asin": "B07Q5VM51Y", "price": "$188.77", "quantity": ""},
    {"title": "NETGEAR Nighthawk DOCSIS 3.1 Mid/high-Split Cable Modem (CM2500-1AZNAS) \u2013 Approved for Today\u2019s Faster Speeds - Works with All Cable Providers Incl. Xfinity, Spectrum, Cox - Plans up to 2Gbps", "asin": "B0DKSMK9K5", "price": "$249.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE300) | AXE7800 Tri-Band Wireless Gigabit Speed (Up to 7.8Gbps) | New 6GHz Band | 8-Streams Cover up to 2,500 sq. ft, 40 Devices (Renewed)", "asin": "B0BVKSJTGP", "price": "$128.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS600) - Security Features, BE18000 Wireless Speed (up to 18Gbps) \u2013 10 Gig Internet Port - Covers up to 3,300 sq. ft., 150 Devices", "asin": "B0DG6LXDRK", "price": "$499.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS500) \u2013 Security Features, BE12000 Wireless Speed (up to 12Gbps) - Covers up to 3,000 sq. ft., 120 Devices \u2013 2.5 Gig Internet Port", "asin": "1b1e39a3", "price": "$349.98", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS700S) - Security Features, BE19000 Wireless Speed (up to 19Gbps) \u2013 10 Gig Internet Port - Covers up to 3,500 sq. ft., 200 Devices \u2013 1-Year Armor Included", "asin": "B0C9JQLDCG", "price": "$549.99", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS280S) - Security Features, BE9200 Wireless Speed (up to 9.2 Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port \u2013 Includes 1-Year Armor", "asin": "B0DGPLBRDQ", "price": "$209.65", "quantity": ""},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 7 Router (RS300) - Security Features, BE9300 Wireless Speed (up to 9.3Gbps) - Covers up to 2,500 sq. ft., 100 Devices - 2.5 Gig Internet Port", "asin": "B0D4JBGPH4", "price": "$299.99", "quantity": ""}
  ],
  "active_items": [
    {"title": "NETGEAR Nighthawk WiFi 6E Router (RAXE500) - Security Features, 12-Stream Gigabit Router AXE11000 Tri-Band Wireless Speed (Up to 10.8Gbps), New 6GHz Band, Coverage up to 3,500 sq. ft, 60 Devices", "asin": "B08R58D9FH", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 10.8Gbps"}]},
    {"title": "NETGEAR Nighthawk WiFi 7 Router (BE9300) \u2013 Security Features, 9.3Gbps Wireless Speed, 2.5 Gigabit Internet Port, Tri-Band Gaming Router, Covers 2,500 sq. ft., 100 Devices, Built-in VPN, USB 3.0", "asin": "B0DK7Q5SCN", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "(NEW) WiFi 7, 9.3Gbps"}]},
    {"title": "NETGEAR Nighthawk Tri-Band WiFi 6E Router (RAXE300) - Security Features, AXE7800 Wireless Gigabit Speed (Up to 7.8Gbps), New 6GHz Band, 8-Streams Cover up to 2,500 sq. ft., 40 Devices", "asin": "B0B1LZMH78", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "WiFi 6E, 7.8Gbps"}]},
    {"title": "NETGEAR Nighthawk Dual-Band WiFi 7 Router (RS200) \u2013 Security Features, BE6500 Wireless Speed (up to 6.5Gbps) - Covers up to 2,500 sq. ft., 80 Devices \u2013 2.5 Gig Internet Port", "asin": "B0DG6DNF94", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 7, 6.5Gbps"}]},
    {"title": "TP-Link AXE5400 Tri-Band WiFi 6E Router (Archer AXE75)- Gigabit Wireless Internet Router, ax Router for Gaming, VPN Router, OneMesh, WPA3", "asin": "B0B3SQK74L", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "WiFi 6E, AXE5400, Tri-Band"}]},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "quantity": "1", "selected": false, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "FREE pickup Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "quantity": "1", "selected": false, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE pickup Tue, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "FREE pickup Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "One-Day FREE pickup Tomorrow, Apr 14 FREE Returns", "quantity": "1", "selected": false, "options": []}
  ],
  "saved_items": [
    {"title": "HOSPAN Collapsible Foot Spa Electric Rotary Massage, Foot Bath with Heat, Bubble, Remote, and 24 Motorized Shiatsu Massage Balls. Pedicure Foot Spa for Feet Stress Relief - FS02A", "asin": "B09PY33NHB", "options": [{"Color": "Blue"}]},
    {"asin": "B09PY33NHB", "options": []},
    {"title": "Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "0521337399", "options": []},
    {"title": "The Psychology of Human-Computer Interaction by Stuart K. Card, Thomas P. Moran, Allen Newell (1986) Paperback", "asin": "B00ZT21NMI", "options": []},
    {"title": "Software psychology: Human factors in computer and information systems (Winthrop computer systems series)", "asin": "0876268165", "options": []},
    {"title": "Outdoor Research Men's Sureshot Pro Gloves, Black, L", "asin": "B0CBLBPX5P", "options": []},
    {"title": "THRUSTMASTER T300RS Force Feedback GT Racing Wheel (compatible w/ PS5, PS5 Pro, PS4 & PC)", "asin": "B01M1L2NRL", "options": [{"Style": "T300RS GT Racing Wheel"}]},
    {"title": "CleanSmart Toy Disinfectant Spray Kills 99.9% of Viruses and Bacteria, Rinse Free, 16 oz Bottle, (Pack of 2)", "asin": "B011ANDC78", "options": [{"Size": "16 Fl Oz (Pack of 2)"}]},
    {"title": "CRAFTSMAN V20 Cordless Leaf Blower, Hard Surface Blower, Bare Tool Only (CMCBL710B)", "asin": "B0949SFXBD", "options": [{"Style": "Tool Only"}, {"Pattern Name": "Blower"}]},
    {"title": "Pro Bike Tool Mini Bike Pump Fits Presta and Schrader - High Pressure PSI - Reliable, Compact & Light - Performance - Bicycle Tire Pump for Road, Mountain and BMX Bikes", "asin": "B019V1PW5G", "options": [{"Color": "Titanium"}, {"Size": "1"}]},
    {"title": "Giro Isode MIPS Cycling Helmet - Men's Matte White", "asin": "B07HQ6GKWB", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T23:08:22.727Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>
