<|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"}
{"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"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
<|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": "pain relief patch"
}
  ],
  "cart_items": [
    {"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 512GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E + 5G Cellular, Face ID, All-Day Battery Life \u2014 Silver", "asin": "B0D3J72NN6", "price": "$1,499.00"},
    {"title": "AppleCare+ for iPad Pro 13-inch (M4) - 2 years", "asin": "B0D42FL9CG", "price": "$169.00"},
    {"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", "price": "$299.97", "quantity": "1"},
    {"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", "price": "$279.99", "quantity": "1"},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$35.68", "quantity": "1"},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}
  ],
  "product_details": [
    {
  "asin": "B00HA84YXE"
},
    {
  "title": "Tiger Balm Pain Relieving Patch Large 4 Each 4 Count (Pack of 3)"
},
    {
  "price": "$20.80"
},
    {
  "bullet_list": "Soft, flexible, pain-relieving patch 4 Patches option (8 x 4 in each) Easy to apply, painless to remove Provides strong, penetrating relief Pain relief for aches and pains of the back"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "4 Count (Pack of 3)"
}
  ],
  "promotion_items": [
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "36Pcs Knee Patches,Wormwood Extract Sticker 8-Hour Heat Patches of Joint for Knee, ...", "asin": "B09QSCPRT3", "price": "$19.99", "quantity": ""},
    {"title": "Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maxi...", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Biofreeze Pain Relieving Patches, for Back, Neck, & Knee Pain, Sore Muscle Relief, 8 Hour Pain Relief, Pharmacist Recommended, FSA Eligible, 5 Biofreeze Menthol Patches", "asin": "B07PCMV7B6", "price": "$8.98", "quantity": ""},
    {"title": "Sumifun Maximum Strength Patches - 128 Counts Chinese Red Tiger Plaster Natural Herbal Patches for Muscle Joint Back Shoulder Knee Hot Patch", "asin": "B0C7GV2MX6", "price": "$34.99", "quantity": ""},
    {"title": "Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maxi...", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Biofreeze Pain Relieving Patches, for Back, Neck, & Knee Pain, Sore Muscle Relief, 8 Hour Pain Relief, Pharmacist Recommended, FSA Eligible, 5 Biofreeze Menthol Patches", "asin": "B07PCMV7B6", "price": "$8.98", "quantity": ""},
    {"title": "Knee Relief Patch,48 Count\u2014\u2014Herbal Knee Patches for Bone on Bone,Adhensive Heat Pat...", "asin": "B0DSBTNF9V", "price": "$30.99", "quantity": ""},
    {"title": "32pcs Tiger Relieving Pathes Ultra Strength,Chinese Red Tiger Back Heat Patches Ult...", "asin": "B0CX1286WF", "price": "$14.99", "quantity": ""},
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch, 5 Count", "asin": "B012H5RXKA", "price": "$5.89", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Tiger Balm Patch, Pain Relieving Patch, 5-Count Packages (Pack of 6)", "asin": "B001G7QH8K", "price": "$30.97", "quantity": ""},
    {"title": "Wellnee Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maximum Strength for a Temporary Relief - Adhesive Heat Patches Made with Natural Herbs for Wellness (10 Pads)", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch Large 4 Each", "asin": "B0085EVALQ", "price": "$9.10", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch Large, 4 Count (Pack of 6)", "asin": "B001FCI0CM", "price": "$39.85", "quantity": ""},
    {"title": "The Good Patch Muscle Pain Relief Patches, Natural Patch with Menthol, Lavender, Arnica and Aloe Vera, Sustained Release, Plant Powered Wearable Wellness, For Back, Neck, Arms, Legs (16 Total Patches)", "asin": "B09ZV6R9PN", "price": "$44.16", "quantity": ""},
    {"title": "Sumifun Tiger Relieving Patch, Chinese Tiger Plaster, for Shoulder, Back, Knee, Joint & Muscle, 64 Counts", "asin": "B09GLL676T", "price": "$19.99", "quantity": ""},
    {"title": "Sumifun Maximum Strength Patches - 128 Counts Chinese Red Tiger Plaster Natural Herbal Patches for Muscle Joint Back Shoulder Knee Hot Patch", "asin": "B0C7GV2MX6", "price": "$34.99", "quantity": ""},
    {"title": "Dragon Balm 2.0oz Extra Strength", "asin": "B0CNQHQPKN", "price": "$26.60", "quantity": ""},
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "36Pcs Knee Patches,Wormwood Extract Sticker 8-Hour Heat Patches of Joint for Knee, ...", "asin": "B09QSCPRT3", "price": "$19.99", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T00:48:38.279Z", // 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"}
{"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"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
<|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": "pain relief patch"
}
  ],
  "cart_items": [
    {"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 512GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E + 5G Cellular, Face ID, All-Day Battery Life \u2014 Silver", "asin": "B0D3J72NN6", "price": "$1,499.00"},
    {"title": "AppleCare+ for iPad Pro 13-inch (M4) - 2 years", "asin": "B0D42FL9CG", "price": "$169.00"},
    {"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", "price": "$299.97", "quantity": "1"},
    {"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", "price": "$279.99", "quantity": "1"},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$35.68", "quantity": "1"},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
    {"title": "Human-Machine Reconfigurations: Plans and Situated Actions (Learning in Doing: Social, Cognitive and Computational Perspectives)", "asin": "052167588X", "price": "$44.99", "quantity": "1"},
    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
    {"title": "Emotional Design: Why We Love (or Hate) Everyday Things", "asin": "0465051367", "price": "$10.79", "quantity": "1"},
    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}
  ],
  "product_details": [
    {
  "asin": "B00HA84YXE"
},
    {
  "title": "Tiger Balm Pain Relieving Patch Large 4 Each 4 Count (Pack of 3)"
},
    {
  "price": "$20.80"
},
    {
  "bullet_list": "Soft, flexible, pain-relieving patch 4 Patches option (8 x 4 in each) Easy to apply, painless to remove Provides strong, penetrating relief Pain relief for aches and pains of the back"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "4 Count (Pack of 3)"
}
  ],
  "promotion_items": [
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "36Pcs Knee Patches,Wormwood Extract Sticker 8-Hour Heat Patches of Joint for Knee, ...", "asin": "B09QSCPRT3", "price": "$19.99", "quantity": ""},
    {"title": "Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maxi...", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Biofreeze Pain Relieving Patches, for Back, Neck, & Knee Pain, Sore Muscle Relief, 8 Hour Pain Relief, Pharmacist Recommended, FSA Eligible, 5 Biofreeze Menthol Patches", "asin": "B07PCMV7B6", "price": "$8.98", "quantity": ""},
    {"title": "Sumifun Maximum Strength Patches - 128 Counts Chinese Red Tiger Plaster Natural Herbal Patches for Muscle Joint Back Shoulder Knee Hot Patch", "asin": "B0C7GV2MX6", "price": "$34.99", "quantity": ""},
    {"title": "Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maxi...", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Biofreeze Pain Relieving Patches, for Back, Neck, & Knee Pain, Sore Muscle Relief, 8 Hour Pain Relief, Pharmacist Recommended, FSA Eligible, 5 Biofreeze Menthol Patches", "asin": "B07PCMV7B6", "price": "$8.98", "quantity": ""},
    {"title": "Knee Relief Patch,48 Count\u2014\u2014Herbal Knee Patches for Bone on Bone,Adhensive Heat Pat...", "asin": "B0DSBTNF9V", "price": "$30.99", "quantity": ""},
    {"title": "32pcs Tiger Relieving Pathes Ultra Strength,Chinese Red Tiger Back Heat Patches Ult...", "asin": "B0CX1286WF", "price": "$14.99", "quantity": ""},
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch, 5 Count", "asin": "B012H5RXKA", "price": "$5.89", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Tiger Balm Patch, Pain Relieving Patch, 5-Count Packages (Pack of 6)", "asin": "B001G7QH8K", "price": "$30.97", "quantity": ""},
    {"title": "Wellnee Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maximum Strength for a Temporary Relief - Adhesive Heat Patches Made with Natural Herbs for Wellness (10 Pads)", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch Large 4 Each", "asin": "B0085EVALQ", "price": "$9.10", "quantity": ""},
    {"title": "Tiger Balm Pain Relieving Patch Large, 4 Count (Pack of 6)", "asin": "B001FCI0CM", "price": "$39.85", "quantity": ""},
    {"title": "The Good Patch Muscle Pain Relief Patches, Natural Patch with Menthol, Lavender, Arnica and Aloe Vera, Sustained Release, Plant Powered Wearable Wellness, For Back, Neck, Arms, Legs (16 Total Patches)", "asin": "B09ZV6R9PN", "price": "$44.16", "quantity": ""},
    {"title": "Sumifun Tiger Relieving Patch, Chinese Tiger Plaster, for Shoulder, Back, Knee, Joint & Muscle, 64 Counts", "asin": "B09GLL676T", "price": "$19.99", "quantity": ""},
    {"title": "Sumifun Maximum Strength Patches - 128 Counts Chinese Red Tiger Plaster Natural Herbal Patches for Muscle Joint Back Shoulder Knee Hot Patch", "asin": "B0C7GV2MX6", "price": "$34.99", "quantity": ""},
    {"title": "Dragon Balm 2.0oz Extra Strength", "asin": "B0CNQHQPKN", "price": "$26.60", "quantity": ""},
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
    {"title": "36Pcs Knee Patches,Wormwood Extract Sticker 8-Hour Heat Patches of Joint for Knee, ...", "asin": "B09QSCPRT3", "price": "$19.99", "quantity": ""}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T00:48:38.279Z", // 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"}
{"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"}
{"timestamp": "2025-04-13T23:08:22.727Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T23:17:24.979Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T23:18:20.788Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:24.655Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-13T23:18:26.716Z", "action": "click", "action_argument": "quantity"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-19T00:44:05.237Z", "action": "input", "action_argument": "pain relief patch"}
{"timestamp": "2025-04-19T00:46:00.072Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T00:46:04.043Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:14.711Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:35.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T00:46:50.315Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:50.571Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T00:46:52.518Z", "action": "click", "action_argument": "quantity"}
<|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": "pain relief patch"
}
  ],
  "cart_items": [
    {"title": "Apple iPad Pro 13-Inch (M4): Built for Apple Intelligence, Ultra Retina XDR Display, 512GB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 6E + 5G Cellular, Face ID, All-Day Battery Life \u2014 Silver", "asin": "B0D3J72NN6", "price": "$1,499.00"},
    {"title": "AppleCare+ for iPad Pro 13-inch (M4) - 2 years", "asin": "B0D42FL9CG", "price": "$169.00"},
    {"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", "price": "$299.97", "quantity": "1"},
    {"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", "price": "$279.99", "quantity": "1"},
    {"title": "The Invisible Computer: Why Good Products Can Fail, the Personal Computer Is So Complex, and Information Appliances Are the Solution", "asin": "0262640414", "price": "$35.00", "quantity": "1"},
    {"title": "Scenario-Based Design: Envisioning Work and Technology in System Development", "asin": "0471076597", "price": "$35.68", "quantity": "1"},
    {"title": "Things That Make Us Smart (William Patrick Book)", "asin": "0201626950", "price": "$11.33", "quantity": "1"},
    {"title": "Participatory Design: Principles and Practices", "asin": "0805809511", "price": "$99.99", "quantity": "1"},
    {"title": "The Nurnberg Funnel: Designing Minimalist Instruction for Practical Computer Skill (Technical Communication, Multimedia, and Information Systems)", "asin": "0262031639", "price": "$11.93", "quantity": "1"},
    {"title": "Computer-Supported Cooperative Work: A Book of Readings", "asin": "0934613575", "price": "$16.30", "quantity": "1"},
    {"title": "User Centered System Design: New Perspectives on Human-computer Interaction", "asin": "0898598729", "price": "$104.00", "quantity": "1"},
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    {"title": "The Human Use Of Human Beings", "asin": "0306803208", "price": "$8.87", "quantity": "1"},
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    {"title": "The Design of Everyday Things: Revised and Expanded Edition", "asin": "0465050654", "price": "$12.77", "quantity": "1"}
  ],
  "product_details": [
    {
  "asin": "B00HA84YXE"
},
    {
  "title": "Tiger Balm Pain Relieving Patch Large 4 Each 4 Count (Pack of 3)"
},
    {
  "price": "$20.80"
},
    {
  "bullet_list": "Soft, flexible, pain-relieving patch 4 Patches option (8 x 4 in each) Easy to apply, painless to remove Provides strong, penetrating relief Pain relief for aches and pains of the back"
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Size": "4 Count (Pack of 3)"
}
  ],
  "promotion_items": [
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
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    {"title": "Sumifun Maximum Strength Patches - 128 Counts Chinese Red Tiger Plaster Natural Herbal Patches for Muscle Joint Back Shoulder Knee Hot Patch", "asin": "B0C7GV2MX6", "price": "$34.99", "quantity": ""},
    {"title": "Original Herbal Knee Patch - Wellknee Plaster for Knee Support & Muscle Pain - Maxi...", "asin": "B0D5M6RH5W", "price": "$21.99", "quantity": ""},
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    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Sumifun 4% Lidocaine Pain Relief Patches,26 Count-Chinese Red Tiger Lidocaine Patches Maximum Strength Gel Patch for Muscule Sore Simple Backaches Joint Pain Topical Analgesic Odor Free", "asin": "B0DLNY15LS", "price": "$30.99", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
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    {"title": "Dragon Balm 2.0oz Extra Strength", "asin": "B0CNQHQPKN", "price": "$26.60", "quantity": ""},
    {"title": "Icy Hot Max Strength Lidocaine Pain Relief Patch (5 Count) Penetrates for Fast, Targeted Relief", "asin": "B06X91GH75", "price": "$8.59", "quantity": ""},
    {"title": "Penetrex Joint & Muscle Therapy - Soothing Muscle Rub for Back, Neck, Hands, Feet - Premium Whole Body Rub with Arnica, Vitamin B6 MSM & Boswellia - Non-Greasy 2oz Cream", "asin": "B0026HDURA", "price": "$16.98", "quantity": ""},
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  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-19T00:48:38.279Z", // 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>
