<|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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "Apple AirTag 4 pack. Keep track of and find your keys, wallet, luggage, backpack, and more. Simple one-tap set up with iPhone or iPad", "asin": "B0D54JZTHY", "price": "$79.98", "quantity": ""},
    {"title": "TP-Link AC1200 WiFi Extender, 2024 Wirecutter Best WiFi Extender, 1.2Gbps home signal booster, Dual Band 5GHz/2.4GHz, Covers Up to 1500 Sq.ft and 30 Devices ,support Onemesh, One Ethernet Port (RE315)", "asin": "B08RHD97QY", "price": "$22.99", "quantity": ""},
    {"title": "napfun Neck Pillow for Traveling, Upgraded Travel Neck Pillow for Airplane 100% Pure Memory Foam Travel Pillow for Flight Headrest Sleep, Portable Plane Accessories, Light Grey", "asin": "/promo/A1EZVNC348XU3Q", "price": "$15.86", "quantity": ""},
    {"title": "Mack's Ultra Soft Foam Earplugs, 50 Pair - 33dB Highest NRR, Comfortable Ear Plugs for Sleeping, Snoring, Travel, Concerts, Studying, Loud Noise, Work | Made in USA", "asin": "B0051U7W32", "price": "$14.99", "quantity": ""},
    {"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
    {"title": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A2B03WHRGZ9NU4", "price": "$6.99", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs - Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V6Y38G", "price": "$19.95", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs \u2013 Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Noise Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V61JC8", "price": "$19.95", "quantity": ""},
    {"title": "Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine", "asin": "1614275025", "price": "$9.95", "quantity": ""},
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Manta Cool Eye Cups - Near-Total Blackout Cold Therapy Eye Cups with No Eye Pressure, Ceramic Cooling Beads for Migraine Headaches, Sleeping, Allergies, Puffy Eyes & Sinus Relief", "asin": "B0C36J49YZ", "price": "$29.00", "quantity": ""},
    {"title": "Manta Silk Sleep Mask - Luxury Silk Eye Mask with Pure Silk Eye Cups, Gentle on Skin & Hair, Breathable, Sleep Mask withTapered Fit for Comfort, Adjustable Head Strap, True 100% Blackout Silk Eye Mask", "asin": "B0D8M5MDCS", "price": "$69.00", "quantity": ""},
    {"title": "An Introduction to Cybernetics", "asin": "1614277656", "price": "$12.95", "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": ""}
  ],
  "active_items": [
    {"title": "Manta Pro Sleep Mask - 100% Light Blocking Sleep Mask for Side Sleepers, Breathable and Comfortable, Spacious & Zero Pressure for Long Lashes, Perfect for Sleep/Travel/Nap/Shift Work", "asin": "B0C36K8SJJ", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Manta Sleep Mask - 100% Light Blocking Eye Mask, Adjustable Sleeping Mask with Detachable Eye Cups, Ultra Comfortable for Women & Men, Zero Pressure on Lashes, Perfect for Deep Rest/Travel/Shift Work", "asin": "B07PRG2CQY", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "1 Count (Pack of 1)"}]},
    {"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 delivery Mon, Apr 14 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": "FREE delivery Wed, Apr 16 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 delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "delivery": "FREE delivery Apr 16 - 17", "quantity": "1", "selected": true, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE delivery Apr 17 - 21 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "delivery": "$3.99 delivery Apr 21 - 22", "quantity": "1", "selected": true, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "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": "2025-04-13T05:33:09.095Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "Apple AirTag 4 pack. Keep track of and find your keys, wallet, luggage, backpack, and more. Simple one-tap set up with iPhone or iPad", "asin": "B0D54JZTHY", "price": "$79.98", "quantity": ""},
    {"title": "TP-Link AC1200 WiFi Extender, 2024 Wirecutter Best WiFi Extender, 1.2Gbps home signal booster, Dual Band 5GHz/2.4GHz, Covers Up to 1500 Sq.ft and 30 Devices ,support Onemesh, One Ethernet Port (RE315)", "asin": "B08RHD97QY", "price": "$22.99", "quantity": ""},
    {"title": "napfun Neck Pillow for Traveling, Upgraded Travel Neck Pillow for Airplane 100% Pure Memory Foam Travel Pillow for Flight Headrest Sleep, Portable Plane Accessories, Light Grey", "asin": "/promo/A1EZVNC348XU3Q", "price": "$15.86", "quantity": ""},
    {"title": "Mack's Ultra Soft Foam Earplugs, 50 Pair - 33dB Highest NRR, Comfortable Ear Plugs for Sleeping, Snoring, Travel, Concerts, Studying, Loud Noise, Work | Made in USA", "asin": "B0051U7W32", "price": "$14.99", "quantity": ""},
    {"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
    {"title": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A2B03WHRGZ9NU4", "price": "$6.99", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs - Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V6Y38G", "price": "$19.95", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs \u2013 Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Noise Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V61JC8", "price": "$19.95", "quantity": ""},
    {"title": "Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine", "asin": "1614275025", "price": "$9.95", "quantity": ""},
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Manta Cool Eye Cups - Near-Total Blackout Cold Therapy Eye Cups with No Eye Pressure, Ceramic Cooling Beads for Migraine Headaches, Sleeping, Allergies, Puffy Eyes & Sinus Relief", "asin": "B0C36J49YZ", "price": "$29.00", "quantity": ""},
    {"title": "Manta Silk Sleep Mask - Luxury Silk Eye Mask with Pure Silk Eye Cups, Gentle on Skin & Hair, Breathable, Sleep Mask withTapered Fit for Comfort, Adjustable Head Strap, True 100% Blackout Silk Eye Mask", "asin": "B0D8M5MDCS", "price": "$69.00", "quantity": ""},
    {"title": "An Introduction to Cybernetics", "asin": "1614277656", "price": "$12.95", "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": ""}
  ],
  "active_items": [
    {"title": "Manta Pro Sleep Mask - 100% Light Blocking Sleep Mask for Side Sleepers, Breathable and Comfortable, Spacious & Zero Pressure for Long Lashes, Perfect for Sleep/Travel/Nap/Shift Work", "asin": "B0C36K8SJJ", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Manta Sleep Mask - 100% Light Blocking Eye Mask, Adjustable Sleeping Mask with Detachable Eye Cups, Ultra Comfortable for Women & Men, Zero Pressure on Lashes, Perfect for Deep Rest/Travel/Shift Work", "asin": "B07PRG2CQY", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "1 Count (Pack of 1)"}]},
    {"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 delivery Mon, Apr 14 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": "FREE delivery Wed, Apr 16 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 delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "delivery": "FREE delivery Apr 16 - 17", "quantity": "1", "selected": true, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE delivery Apr 17 - 21 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "delivery": "$3.99 delivery Apr 21 - 22", "quantity": "1", "selected": true, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "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": "2025-04-13T05:33:09.095Z", // 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"}
<|memory_end|>

<|action_start|>
{"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"}
<|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": "Apple AirTag 4 pack. Keep track of and find your keys, wallet, luggage, backpack, and more. Simple one-tap set up with iPhone or iPad", "asin": "B0D54JZTHY", "price": "$79.98", "quantity": ""},
    {"title": "TP-Link AC1200 WiFi Extender, 2024 Wirecutter Best WiFi Extender, 1.2Gbps home signal booster, Dual Band 5GHz/2.4GHz, Covers Up to 1500 Sq.ft and 30 Devices ,support Onemesh, One Ethernet Port (RE315)", "asin": "B08RHD97QY", "price": "$22.99", "quantity": ""},
    {"title": "napfun Neck Pillow for Traveling, Upgraded Travel Neck Pillow for Airplane 100% Pure Memory Foam Travel Pillow for Flight Headrest Sleep, Portable Plane Accessories, Light Grey", "asin": "/promo/A1EZVNC348XU3Q", "price": "$15.86", "quantity": ""},
    {"title": "Mack's Ultra Soft Foam Earplugs, 50 Pair - 33dB Highest NRR, Comfortable Ear Plugs for Sleeping, Snoring, Travel, Concerts, Studying, Loud Noise, Work | Made in USA", "asin": "B0051U7W32", "price": "$14.99", "quantity": ""},
    {"title": "TP-Link TL-SG105, 5 Port Gigabit Unmanaged Ethernet Switch, Network Hub, Ethernet Splitter, Plug & Play, Fanless Metal Design, Shielded Ports, Traffic Optimization,Navy Blue", "asin": "B00A128S24", "price": "$13.95", "quantity": ""},
    {"title": "DbillionDa Cat8 Ethernet Cable, Outdoor&Indoor, 6FT Heavy Duty High Speed 26AWG, 2000Mhz with Gold Plated RJ45 Connector, Weatherproof F/FTP UV Resistant for Router, Modem, PC, Gaming", "asin": "/promo/A2B03WHRGZ9NU4", "price": "$6.99", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs - Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V6Y38G", "price": "$19.95", "quantity": ""},
    {"title": "Loop Quiet 2 Ear Plugs \u2013 Ultra-Comfy Reusable Noise-Reducing Earplugs for Sleep, Deep Focus, Travel, Noise Sensitivity | Flexible Hearing Protection | Customizable Fit | 24dB (SNR) Noise Reduction", "asin": "B0D3V61JC8", "price": "$19.95", "quantity": ""},
    {"title": "Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine", "asin": "1614275025", "price": "$9.95", "quantity": ""},
    {"title": "Understanding Computers and Cognition: A New Foundation for Design", "asin": "0201112973", "price": "$48.73", "quantity": ""},
    {"title": "Manta Cool Eye Cups - Near-Total Blackout Cold Therapy Eye Cups with No Eye Pressure, Ceramic Cooling Beads for Migraine Headaches, Sleeping, Allergies, Puffy Eyes & Sinus Relief", "asin": "B0C36J49YZ", "price": "$29.00", "quantity": ""},
    {"title": "Manta Silk Sleep Mask - Luxury Silk Eye Mask with Pure Silk Eye Cups, Gentle on Skin & Hair, Breathable, Sleep Mask withTapered Fit for Comfort, Adjustable Head Strap, True 100% Blackout Silk Eye Mask", "asin": "B0D8M5MDCS", "price": "$69.00", "quantity": ""},
    {"title": "An Introduction to Cybernetics", "asin": "1614277656", "price": "$12.95", "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": ""}
  ],
  "active_items": [
    {"title": "Manta Pro Sleep Mask - 100% Light Blocking Sleep Mask for Side Sleepers, Breathable and Comfortable, Spacious & Zero Pressure for Long Lashes, Perfect for Sleep/Travel/Nap/Shift Work", "asin": "B0C36K8SJJ", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Manta Sleep Mask - 100% Light Blocking Eye Mask, Adjustable Sleeping Mask with Detachable Eye Cups, Ultra Comfortable for Women & Men, Zero Pressure on Lashes, Perfect for Deep Rest/Travel/Shift Work", "asin": "B07PRG2CQY", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "1 Count (Pack of 1)"}]},
    {"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 delivery Mon, Apr 14 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": "FREE delivery Wed, Apr 16 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 delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "delivery": "FREE delivery Apr 16 - 17", "quantity": "1", "selected": true, "options": []},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "delivery": "FREE delivery Apr 17 - 21 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "delivery": "$3.99 delivery Apr 21 - 22", "quantity": "1", "selected": true, "options": []},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "options": []},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "delivery": "Two-Day FREE delivery Mon, Apr 14 FREE Returns", "quantity": "1", "selected": true, "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": "2025-04-13T05:33:09.095Z", // 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>
